{"as_of":"2026-08-10T14:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:58c98875c302a1f18c90515d7a8c49ea0feefaae7efc43ed5cd1e90e26d47359","coverage":[{"denominator":96,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":96,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T18:38:02.818447Z","state":"measured"},{"denominator":96,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":96,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2604.08287/citation-record","integrity":"/paper/2604.08287/integrity","json":"/paper/2604.08287/citation-record.json","paper":"/paper/2604.08287"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"6d8236f0-83c9-46df-9b07-10424311d940","year":null},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:75f74aa10d6720085fae4c9633cde02c9c68b8459a130c74a928ea5df45bebee","observation_id":"30ba7542-3372-4d90-9c0f-c7e66144f905","resolution":{"observed_at":"2026-05-16T17:03:08.772026Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"987c9237-7d40-4558-a8d8-c00f606b54f3","year":null},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:cf4d4a2919dcddbfd26236f5a201e61d48bf77ef525cd0ac02cdbca69ff0ae26","observation_id":"673c7f52-e6dd-4c57-b950-9b908126a278","resolution":{"observed_at":"2026-05-16T17:03:08.862176Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"[ 65] leverages SAM to capture motion cues from optical flow, and uses the flow as input prompts","venue":null,"work_id":"ddea237a-1344-4c32-bea7-4f96695e7ec7","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:f820e2e5f11a3c238e95eadf52c4b4355f9b77e50eccf369ca733ecc37131463","observation_id":"b0c9f894-d6ea-4bed-b4c3-5c9e36209e96","resolution":{"observed_at":"2026-05-16T17:03:08.864859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"7440.0100","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Self” refers to training and testing on the same dataset (same as diagonal), and “Mean Others","venue":null,"work_id":"b451327c-8ae7-4c9e-bf2c-4c1540ab4b76","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:97b4e9f8e4fc57ff714d1e64a597d0bffcc817e4d89b1bd44560035f8a581a9e","observation_id":"ac906569-af4f-4527-829c-d6ec7f7c46ea","resolution":{"observed_at":"2026-05-11T00:15:53.139337Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mean Others","venue":null,"work_id":"02aa389c-0c55-4556-a8a4-a45d4e89ea7f","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:dce6f490b204576b5ee4da0d35ea284c0562ee0ffbe60a3a987a783ef4ee165d","observation_id":"5d237ecb-0248-4147-b536-3b0c76a76248","resolution":{"observed_at":"2026-05-16T17:03:08.867428Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"b58c6e72-6a63-4710-aa1f-1d6239590364","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:160d5a930075d27e0d2a4560e8669002fc2aff4a68346473d2de71b0db1e00d0","observation_id":"602c39e3-1f4d-4272-8780-b36fa5cd97a7","resolution":{"observed_at":"2026-05-16T17:03:08.873312Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Nguyen, Zhongliang Nie, Minh- Triet Tran, and Akihiro Sugimoto","venue":null,"work_id":"56717e59-5a46-49d3-9d47-879862bcffe5","year":2019},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:f45547c497c74c4f5e7d4e3670b20ae66de18275d77eff527a8c630eeaca0781","observation_id":"d9e8ac41-ec1b-4833-af69-8fde3e90c6f9","resolution":{"observed_at":"2026-05-16T17:03:08.875391Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Animal camouflage analysis: Chameleon database","venue":null,"work_id":"61321c7f-7e20-4e35-94e4-cbc5d1d6d9d2","year":2018},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:c15063ecac1ae56b2086b3c5dde1309258eb752957e5e040c5ecb244dee04a45","observation_id":"7887b08f-e56a-47d6-a6fc-1db3bca20ae0","resolution":{"observed_at":"2026-05-16T17:03:08.910645Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Camouflaged object detec- tion","venue":null,"work_id":"a3ecb977-c785-43a6-9c1c-f9070406338f","year":2020},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:402c9a6f850c1b52e44b81028b37b3f73a0e45ace253af0b294df68f34cc248a","observation_id":"9bd3e3ad-9efe-46a1-984c-4f55f8e62921","resolution":{"observed_at":"2026-05-16T17:03:08.843284Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Simultaneously localize, segment and rank the camouflaged objects","venue":null,"work_id":"4fc22f7d-c71c-4c6a-8e41-9ace4d25fbfa","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:188f6fc9ebd546519088c016cb3728455d5ab89c400b743743d59971bea0a2e7","observation_id":"c11fbf87-1d17-421d-a6d9-0847e874f2b0","resolution":{"observed_at":"2026-05-16T17:03:08.828063Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learned-Miller","venue":null,"work_id":"b5297208-2153-431d-8ea5-a139b9ad43a6","year":2016},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:06e74b8694fc4873292e01469330e6f25ca2069d11f74c946eb1d9f0f157e6bd","observation_id":"c02462ff-a10c-467b-93b0-c4bd93d647e5","resolution":{"observed_at":"2026-05-16T17:03:08.692385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Implicit motion handling for video camouflaged object detection","venue":null,"work_id":"4852b655-ecd4-41ca-9c00-37722de0ffdd","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:2eaf596f44cbd18c29e39600238e06aaf2edb536a4366b117e5706a981e46fcc","observation_id":"5c4ed827-d3f5-41b4-ab7d-227a1d8d0660","resolution":{"observed_at":"2026-05-16T17:03:08.699408Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Betrayed by motion: Camouflaged object discovery via motion segmentation","venue":null,"work_id":"70f8bf31-e9de-4ab5-bb21-9feb27d0cdca","year":2020},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:a45109eaaae08e098b65195e9f9eeeb56d99ec519aab77187a053a800d6f53fd","observation_id":"5357a641-cea1-4815-bde7-bbccd2636824","resolution":{"observed_at":"2026-05-16T17:03:08.825628Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"50c350ac-2245-428f-919c-8889a1c0ab98","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:604b7548727214a4284947084636df9960f2354b3dbd9e9fb13d2fc81585dcbb","observation_id":"83a5bf1d-b4e4-487c-b1e2-b0f676cfe74d","resolution":{"observed_at":"2026-05-16T17:03:08.832163Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Context-aware cross-level fusion network for camouflaged object detection","venue":null,"work_id":"311ef97a-02b6-4388-ac4d-c086fa622e3c","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:d21af34264bdb5591e14ee338952976ae49ae5d18b330335b1f7cfa56c96131a","observation_id":"a1b93071-b6e0-4242-b172-d3b083fb18ba","resolution":{"observed_at":"2026-05-16T17:03:08.836477Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Preynet: Preying on cam- ouflaged objects","venue":null,"work_id":"75f096a4-99f7-4863-997a-60f11e9febec","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:76a1fa1f1854a4b9caa65c691b13923e93b6c0e203b5ea3d695bcb1d979b5d82","observation_id":"9b1c3a8f-8d9c-4786-a51d-8a0c71ceac68","resolution":{"observed_at":"2026-05-16T17:03:08.853456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"ZoomNeXt: A unified collaborative pyramid network for camouflaged object detection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46:9205–9220","venue":null,"work_id":"e960a990-98f6-4377-8e9c-65133c4c6ce1","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:d08bc4910f539e8858fc36faa650a3135345072ab4e297278ba3381dcd0117bf","observation_id":"c8109833-e77e-4ac4-a4d2-ae7c1d91a01b","resolution":{"observed_at":"2026-05-16T17:03:08.802996Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Camouflaged object detection with adaptive partition and background retrieval","venue":null,"work_id":"fba46873-8a35-41aa-997b-194744acc3f7","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:1abb9e6d0edd0b27694e1668df44918e6ca869df5399fc39fb0b34f5db3bbcda","observation_id":"09f12274-26c2-4a82-9712-f3131ac3e550","resolution":{"observed_at":"2026-05-16T17:03:08.731715Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Zoom in and out: A mixed-scale triplet network for camouflaged object detection","venue":null,"work_id":"288f0d42-9a9e-4862-9309-75c4f11a06b1","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:816da887fa91e97a1d77f00c4c176ed3b44711c351e9b3e27b07b5f396f0b6de","observation_id":"108da02a-a8d1-4ef8-86e6-178b9d223e6f","resolution":{"observed_at":"2026-05-16T17:03:08.848410Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Uncertainty-aware joint salient object and camouflaged object detection","venue":null,"work_id":"50947a96-7dc5-4df7-97ac-209c60786b4e","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:ecbcdc0ba38e266297013f357dc509f39fbf8dc05dfc6dc7735763596c651084","observation_id":"27a06518-9dfc-4041-b229-7b83d3fc379f","resolution":{"observed_at":"2026-05-16T17:03:08.906132Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mutual graph learning for camouflaged object detection","venue":null,"work_id":"eb91b243-15a4-4faa-aa09-41c4019599fb","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:030cce5ae3e7e711a594af44359b0a8df90877a386ea8e406b342e0682ec1440","observation_id":"674e4486-69ae-4b53-85b0-0e42fe1a2397","resolution":{"observed_at":"2026-05-16T17:03:08.774073Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Findnet: Can you find me? boundary-and-texture enhancement network for cam- ouflaged object detection.IEEE Transactions on Image Processing, 31:6396–6411","venue":null,"work_id":"915fbc03-8abd-4f40-b6aa-e967d3641bc1","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:7c3f5991024a8440ccf32770b741982674e6c23cd53e7aef99564a8538cbbaba","observation_id":"0a223885-f815-43ad-98c4-5596102779b3","resolution":{"observed_at":"2026-05-16T17:03:08.767499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Camouflaged object detection with feature decomposition and edge reconstruction","venue":null,"work_id":"fb05ea68-6523-4fd1-9991-a3e542196686","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b5c063b5c08f165b3f955d1a6ed3d230e5bb2574a23a120d8b9482331c2a6e9c","observation_id":"605e9143-5b90-45bf-9b93-662e6a6f0e13","resolution":{"observed_at":"2026-05-16T17:03:08.807452Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Strategic preys make acute predators: Enhancing camouflaged object detectors by generating camouflaged objects","venue":null,"work_id":"3409df7d-5086-43b1-bce1-1ad68e3d2f4d","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:5e64475318638329d0646d77ca50aa93c126356522d868c82806c1894b28c780","observation_id":"3f7feadd-7ba4-439e-92fe-95cc2e850d9e","resolution":{"observed_at":"2026-05-16T17:03:08.754166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Nowhere to disguise: Spot camouflaged objects via saliency attribute transfer.IEEE Transactions on Image Processing, 32:3108–3120","venue":null,"work_id":"03f6be10-2cb7-4768-818b-33278298fc0b","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:82eb481748c9e39cc0f339670b0f7bebe78b97ce12c71908541841a38ab65954","observation_id":"bc36c11b-272b-4edd-bd50-4993848118ee","resolution":{"observed_at":"2026-05-16T17:03:08.859446Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Feature aggregation and propagation network for cam- ouflaged object detection.IEEE Transactions on Image JOURNAL OF LATEX CLASS FILES, VOL","venue":null,"work_id":"8e909e5d-a6ee-493b-9e5c-ee9d1b71ca27","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:252141b7a4b95755834b43e5ce9f79af939e8deee59101cd6befa117b8f58171","observation_id":"fee780f7-1024-451e-a1ad-97b6aa836f3e","resolution":{"observed_at":"2026-05-16T17:03:08.751864Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A simple yet effective network based on vision transformer for camouflaged object and salient object detection.IEEE Transactions on Image Processing, 34:608–622","venue":null,"work_id":"fa54b5a2-9f9a-4e7a-8194-fb90ddfef242","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:7c53c09c4af96edb4f02b5524887d0831c51dd0072f07d142aef1d22db400a23","observation_id":"c609138e-382c-4fcf-a61f-52814c807627","resolution":{"observed_at":"2026-05-16T17:03:08.811855Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Escnet:edge-semantic collaborative network for camouflaged object detection","venue":null,"work_id":"2dbb6379-07e3-407c-ba12-f5592b01b8f7","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:12f449def34bee81ad6951b561ef757ac220f5da9be77b27b2870e2018ebd268","observation_id":"d5e320fc-3150-4866-964b-728062bf00ff","resolution":{"observed_at":"2026-05-16T17:03:08.809669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Predictive uncertainty estimation for camouflaged object detection.IEEE Transactions on Image Processing, 32:3580–3591","venue":null,"work_id":"91ac0cde-9366-4aa8-ab35-f5eca9f8f495","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:aef77b85d903f3439e79496ec476f91325b8ccc64360b8f51d6b51bd4a4f4778","observation_id":"c1893ba2-09bf-4f53-957b-4faf2ce8b599","resolution":{"observed_at":"2026-05-16T17:03:08.749716Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Detecting camouflaged object in frequency domain","venue":null,"work_id":"8716d3da-8751-431c-a44a-5227e52efade","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:9d2eadead1c08d683b896c007bc477988a7307e1cc10645d2ef65dc8871f898b","observation_id":"d9ea7309-033f-412f-949a-4c272b76cbfe","resolution":{"observed_at":"2026-05-16T17:03:08.776698Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Frequency-spatial entanglement learning for camouflaged object detection","venue":null,"work_id":"b6470dab-550c-4714-9282-505d0001a771","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:0968fd367ebe2e036d7119037495edb4b774a8496cbf5a823adf958d42d67f34","observation_id":"16d9211e-0bf1-4fb3-81d2-0f22a4b5fa52","resolution":{"observed_at":"2026-05-16T17:03:08.733776Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Huntnet: Homomorphic unified nexus topol- ogy for camouflaged object detection.IEEE Transactions on Image Processing, 34:6068–6082","venue":null,"work_id":"16d45cde-e030-4016-a443-bee214388ad2","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:dc3027943cb273c4cbc817f3bec6513570db3158cfacaba9acd034602c1699d1","observation_id":"8d1594c3-5cb5-40ef-9721-cf77ba63ee38","resolution":{"observed_at":"2026-05-16T17:03:08.880002Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Source-free depth for object pop-out","venue":null,"work_id":"4a28fad4-52f4-4644-80f8-8c2244275614","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:6db77cbee0e87344c2549a29c4ad704849bb3a67dcb069927b52f54f495eef96","observation_id":"58254e8d-6885-4074-a5cb-b64e1bfa2e67","resolution":{"observed_at":"2026-05-16T17:03:08.883979Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Improving sam for camouflaged object detection via dual stream adapters","venue":null,"work_id":"c41fb309-1dd0-4c0b-952b-87fa9f1b18d3","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:f9deb5cdc45eb0d2d09d694b1e750e00023657948b5cecf522a900379c35f810","observation_id":"ba1db341-cc47-4809-8502-40a602b58cc1","resolution":{"observed_at":"2026-05-16T17:03:08.727311Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Focusdiffuser: Perceiving local disparities for camouflaged object detection","venue":null,"work_id":"3e75dc97-6989-4eeb-8a77-58d418c3b9c0","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:730d094362f66efb873cdd76ed8ad236831de2ffd11dfdb49d52b378fc36c222","observation_id":"2776def3-0360-45f2-aadb-1a5f24a076a1","resolution":{"observed_at":"2026-05-16T17:03:08.729456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Conditional diffusion models for camouflaged and salient object detection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47:2833–2848","venue":null,"work_id":"4f921ce0-e71e-4212-9042-48f401a824fa","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:bc7c55f78b7b470b462789e1b119eb4112b44fa459813a2dc6e1020e49b7a7c4","observation_id":"e2cecbc6-022f-42e8-84bc-9954cc9a3e9e","resolution":{"observed_at":"2026-05-16T17:03:08.779311Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Continuous feature representation for camouflaged object detection.IEEE Transactions on Image Processing, 34:5672–5685","venue":null,"work_id":"f64c3710-f417-414f-8cd9-0f63e6e1dc1b","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:facf52ebff0084241ab33bf4ff6584aa1730d19a94b6a710e1b43dadec506516","observation_id":"2653b672-fe16-4d6c-bc8a-72e854043278","resolution":{"observed_at":"2026-05-16T17:03:08.823247Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Controllable-lpmoe: Adapting to challenging object seg- mentation via dynamic local priors from mixture-of-experts","venue":null,"work_id":"99a53d4d-3c84-4e83-a683-0731ce56e54b","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:d7fdfffd43944c445ae86da8a51cd55008b76869568efb39137527928e3d26ab","observation_id":"287b32cd-1900-4646-8dfa-64d8034366d5","resolution":{"observed_at":"2026-05-16T17:03:08.704249Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"2b45ef6d-3226-4919-884d-4aa0bd0e6988","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:a7255d8336e8d84159912904573d5e1d326cbaaa5a1287bbab2189839495cba7","observation_id":"48a39ad4-aec4-4c39-86e6-e242da455e73","resolution":{"observed_at":"2026-05-16T17:03:08.715142Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Weakly- supervised concealed object segmentation with sam-based pseudo labeling and multi-scale feature grouping","venue":null,"work_id":"9ff509f5-68bf-4a1b-b0cf-6afaaa20ed8c","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:4e9b512b19e09bddb6cbd1bebda7942f9862a42a8d9f76b4b53eb1e396830531","observation_id":"0fec727f-d786-4f44-9907-24125d388e92","resolution":{"observed_at":"2026-05-16T17:03:08.701964Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SAM-COD: sam-guided unified framework for weakly- supervised camouflaged object detection","venue":null,"work_id":"11180416-b2d5-4571-9321-f2a6d877afda","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:dceb59c3a77a63edcfbb1d942f20f9c7b777ae2a8a8c789db437845bdc65e5a2","observation_id":"97491f61-c312-4784-aaf6-8499f2c840ab","resolution":{"observed_at":"2026-05-16T17:03:08.707439Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segment concealed objects with incomplete supervision.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47:7832–7851","venue":null,"work_id":"f71b43ac-ed24-4230-a9b0-350722a448a4","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:4af1e78aef11584b10065c801b8307c082c975ace19be6e5a5d2dd168d553f11","observation_id":"46f90624-5018-4ea0-8744-f7c6a50879ba","resolution":{"observed_at":"2026-05-16T17:03:08.888988Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Just a hint: Point-supervised camouflaged object detection","venue":null,"work_id":"6063e0b3-047c-4334-bad2-fb0372db6b9d","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:9f89666ea4a011569d0d4ad3305e4e80c9963c1bf9398647a21d34c539411c57","observation_id":"43bd4fa8-6e44-47aa-8e35-2e224a1d8d6b","resolution":{"observed_at":"2026-05-16T17:03:08.769786Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learning camouflaged object detection from noisy pseudo label","venue":null,"work_id":"dd4f4e80-8e1c-4720-9609-d98ddcb6acb1","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:66af03d52d0576caa6e8a20059d19c8a8ef50a3fb4908be64e214eb069e07303","observation_id":"c289af8b-f0fb-45d7-bffa-7ae79a4cca84","resolution":{"observed_at":"2026-05-16T17:03:08.785060Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Camoteacher: Dual-rotation consistency learning for semi-supervised camouflaged object detection","venue":null,"work_id":"889ab0db-a4b9-42e9-8d6e-7cdd1f4c7fd3","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:32dfc8c361d1596f460d74f73a36c89718e2a80f3ab245759add25ce1129d2b3","observation_id":"23f1ca76-177b-4bcb-950f-b20abc781fc1","resolution":{"observed_at":"2026-05-16T17:03:08.896465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"UCOD-DPL: unsupervised camouflaged object detection via dynamic pseudo-label learning","venue":null,"work_id":"40197a0e-3e04-4731-87c5-1567fe082c9c","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:c966f0125b2fd7718944787a32e1eef9a5de999ae92906e891d658e35b6c5cb6","observation_id":"417cc6a1-91a2-413e-80e4-71478fd80b13","resolution":{"observed_at":"2026-05-16T17:03:08.712384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Shift the lens: Environment-aware unsupervised camouflaged object de- tection","venue":null,"work_id":"2703d633-0592-412c-b8d7-4fbfdab9be3a","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:40855b2768a1d9af2847c8af88b671b0b61f9276bdced65cc15907d27e7d44a2","observation_id":"5a6afdf1-1c22-4b3d-8473-261600e07104","resolution":{"observed_at":"2026-05-16T17:03:08.743125Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Beyond single images: Retrieval self-augmented unsupervised cam- ouflaged object detection","venue":null,"work_id":"c3ce02ea-d6bd-4660-acd7-26aea9017711","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:8fc346a0ffab6b9ea72f246c3a0b4b76ac71d27ca424918e64557e38c3c73b37","observation_id":"2a333e03-01f2-4727-9542-bcc788a24635","resolution":{"observed_at":"2026-05-16T17:03:08.709709Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Zero-shot camouflaged object detection.IEEE Transactions on Image Processing, 32:5126– 5137","venue":null,"work_id":"f8cf735b-3dc8-4b5f-a83d-b4c92a42d6a9","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:63ac2e6c0469dd1907e3fd0c6353fe5c2cfd957add82e577a3979ec323854e36","observation_id":"4386f4f6-a8d3-4c3b-869c-894aebbcba74","resolution":{"observed_at":"2026-05-16T17:03:08.722493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Upgen: Unleashing potential of foundation models for training- free camouflage detection via generative models.IEEE Transactions on Image Processing, 34:5400–5413","venue":null,"work_id":"494218a0-34ca-43b4-b4a1-d8c0ba3efa7f","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:dbac6f3798b888de6f53123470f8b63348d305faa2ac74ee1f03815442fff471","observation_id":"3ff6a1ec-92c4-4e8d-a3dc-5ed6e75bec79","resolution":{"observed_at":"2026-05-16T17:03:08.687781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Towards real zero-shot camouflaged object segmentation without camouflaged annotations","venue":null,"work_id":"5a402883-29d0-49dd-8024-2e200573c593","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:0975593610e247587a04b958f440517c40a19476d030b7ffc0b416f73dd45764","observation_id":"d9611c6f-8c46-4138-87bc-9ef76d4273f3","resolution":{"observed_at":"2026-05-16T17:03:08.690163Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Self-supervised video object segmentation by motion grouping","venue":null,"work_id":"6356083c-5f8a-41de-8a9e-fdc015bbfd3c","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:c6cd8bf9d13a7e70ed00225c22dd9b54deec18b550fc614e6f9cb2528c77a550","observation_id":"605291b9-ca0f-4fa4-945b-d4ef3a497f6d","resolution":{"observed_at":"2026-05-16T17:03:08.694713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segmenting moving objects via an object-centric layered representation","venue":null,"work_id":"97ea4370-92e9-4ae5-9db8-987233dedcba","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:ba9063e46d7fe54dd5155f3bd76daccac57ce10b14b4003bd90882a8166b357e","observation_id":"e3a584a1-18c4-41f4-bd1c-5385be0f034f","resolution":{"observed_at":"2026-05-16T17:03:08.719870Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"EM-Driven unsupervised learning for efficient motion segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:4462–4473","venue":null,"work_id":"b0bbad87-e777-4c0e-8e40-7519edc9a9eb","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:f5c7453f41664b7f63a42a44206ddb3f16dbc694a4d223427604d67c16391688","observation_id":"2753d481-3d3b-4ea7-a28d-f707144704f3","resolution":{"observed_at":"2026-05-16T17:03:08.741122Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learned-Miller, Cordelia Schmid, and Karteek Alahari","venue":null,"work_id":"a173123b-e648-4e38-949e-d76e9a28e092","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:66eb2858146491f299f386f4a6895813339d74da23f4f48bf1ca67713f3f2bde","observation_id":"66d8b053-980c-433f-80a8-831c738ea20f","resolution":{"observed_at":"2026-05-16T17:03:08.760629Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Explicit motion handling and interactive prompting for video camouflaged object detection.IEEE Transactions on Image Processing, 34:2853–2866","venue":null,"work_id":"27f4a4cd-3fc0-4086-92df-8282846662be","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b2839951051705f5be9507925650984e608c238866081270028e6b63b6ac2db3","observation_id":"0db07eac-ddb1-4716-b3c7-c8756fcc1ac6","resolution":{"observed_at":"2026-05-16T17:03:08.898845Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Vscode: General visual salient and camouflaged object detection with 2d prompt learning","venue":null,"work_id":"8ed35260-164d-4fae-be90-c7b3053b38ac","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:d3f33d79baae1311e27faa482304482020b346c7c60bb8fe3a5d1b1f5a08d3bd","observation_id":"cf14b770-6221-4ea8-b509-d6fd9857d33c","resolution":{"observed_at":"2026-05-16T17:03:08.901328Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"14c049ad-a14c-4594-a9c6-ee11cd1f2abe","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:bc3a052bd647e57e203a9c9886d3a3b170ba2b00732060dd3966e5829579e40c","observation_id":"543223d7-8efb-441f-b656-f1b42c5170d8","resolution":{"observed_at":"2026-05-16T17:03:08.891309Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Endow SAM with keen eyes: Temporal-spatial prompt learning for video camouflaged object detection","venue":null,"work_id":"acaa1437-18f8-4592-a3ce-9f615a3537c9","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:10cd8c5cbfbe41887ab36cbaf2ac4470bd1b515bb7b818fd3f2d076de0502821","observation_id":"ec86feb1-be93-4805-a4ed-254b44b672eb","resolution":{"observed_at":"2026-05-16T17:03:08.893400Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SAM-PM: enhancing video cam- ouflaged object detection using spatio-temporal attention","venue":null,"work_id":"a5516e12-9198-484f-be46-0ad0048a8fba","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:fc0129360ddcecc144f825a05e94abcb589fa8b6d16632d8505a297c5fe5135e","observation_id":"13848c7b-b31a-480e-b54f-2c60d1e747e1","resolution":{"observed_at":"2026-05-16T17:03:08.903833Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Berg, Wan-Yen Lo, Piotr Dollár, and Ross B","venue":null,"work_id":"a529b661-3c74-4a1c-9e61-9bf38bd19a52","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:76cb4dfef55ebdc44da4af1682fbf0fed5b88ec3584c4c96d58e5a353290b8fe","observation_id":"bafe7857-5775-4e69-9b5b-4912c582923d","resolution":{"observed_at":"2026-05-16T17:03:08.877779Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"CamSAM2: Segment anything accurately in camouflaged videos","venue":null,"work_id":"3ce3f510-c900-4265-8c64-c9b6d3bcb410","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:9d435fb813579b14747e8f257a064ad97ee5156c9022ace7ccd3e5f5076cecdc","observation_id":"eba83251-1af2-4259-a3f6-665f735dfac9","resolution":{"observed_at":"2026-05-16T17:03:08.886674Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Girshick, Piotr Dollár, and Christoph Feichtenhofer","venue":null,"work_id":"bd7b703b-daca-48b4-8d14-0c6acfb842f9","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:562eee4cafb633d7d22ae7a9da7a7c4793244f5db549bb7f2b9a527fae72d6a8","observation_id":"f1dd06e6-0d47-4a67-a996-51f98dc7a340","resolution":{"observed_at":"2026-05-16T17:03:08.871029Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Fast object segmentation in unconstrained video","venue":null,"work_id":"a0935d83-054c-4b3e-8379-794fdcfadfc8","year":2013},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b8fbdea05c7256848ab53bd9db320711ddbf7189fe4cbad4bc5a0e3494b1a0a6","observation_id":"9e7234eb-3af8-48e5-b463-33a3de871d9c","resolution":{"observed_at":"2026-05-16T17:03:08.882074Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Motion-guided cascaded refinement network for video object segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 42:1957–1967","venue":null,"work_id":"914e02ac-7aeb-43e5-8965-24cc2e6a9c13","year":1957},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b009728e59642d9f1f238e731ea74b46835dfa4d5ab9f56903099a4428eabdd5","observation_id":"7480bb48-dd01-49a6-86fc-85c94ee21d01","resolution":{"observed_at":"2026-05-16T17:03:08.908470Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"b06119e1-f230-4bb8-97a2-de7e08713cf6","year":2020},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:efd40f1ace464a535a3407f614cad72adcc645f09128de8762df333c6328e38b","observation_id":"794d6aa2-86f8-42e3-9070-ee8cc630d49a","resolution":{"observed_at":"2026-05-16T17:03:08.834049Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Joint stereo video deblurring, scene flow estimation and moving object segmentation.IEEE Transactions on Image Processing, 29:1748–1761","venue":null,"work_id":"8856cfa9-4d13-4d9d-96dc-5cf97fbcd19e","year":2020},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:69de5d8ad6c31d223029f87cd19367d39a226462b64a3ae9fe54272f7267ccbd","observation_id":"53a390e8-d382-45da-bdf7-db2fd59481b5","resolution":{"observed_at":"2026-05-16T17:03:08.838887Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Kankanhalli","venue":null,"work_id":"ff858595-d645-430f-94b1-6265efc0cfb1","year":2020},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b48e259c1b7cd6e45184a4909440f57942a11be0d162a9bb346b310284549f35","observation_id":"6a2d197b-f013-4f7d-a486-30f891c0d572","resolution":{"observed_at":"2026-05-16T17:03:08.830130Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Actor and action modular network for text-based video segmentation.IEEE Transac- tions on Image Processing, 31:4474–4489","venue":null,"work_id":"97ed5025-bc67-4c4b-ad89-cf0a7ab9322b","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:1d952c2e932a7a8397f66df44f003d2f76825867193ed2ffeec62051ad6c5b2e","observation_id":"0795c7ce-f83e-4a1f-870f-8138fa2490c9","resolution":{"observed_at":"2026-05-16T17:03:08.841257Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Appearance- based refinement for object-centric motion segmentation","venue":null,"work_id":"e1a2288e-c170-43d4-b981-ad801058d0f9","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:781358522975eedf4435a3a2adcb2e6bf302fd98ded53725d002003c68e440ff","observation_id":"dcc2902a-28cd-4696-9b6f-32248806eec3","resolution":{"observed_at":"2026-05-16T17:03:08.850977Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Moving object segmentation: All you need is SAM (and flow)","venue":null,"work_id":"b8abf818-e9e8-4362-9908-2ae65b7892d3","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:6604a858e6b5da8274774ca213514e7ca5e91ecb24c5105d542d4ce6b139cea1","observation_id":"48adbdce-d3c8-42a8-aab4-94e50bbe0bf2","resolution":{"observed_at":"2026-05-16T17:03:08.818615Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segmenting the motion components of a video: A long-term unsupervised model.IEEE Transactions on Pattern Analysis and Machine Intelligence, 48:500–511","venue":null,"work_id":"95b4e383-1823-41a6-9b67-aae4398c1d17","year":2026},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:1d1228623c2e3e95ec2769446b111a81e5ff4df0e0e59da2a00fc1b83c8c09ee","observation_id":"fde932e2-c74e-4370-a3f1-d5f209f18fd0","resolution":{"observed_at":"2026-05-16T17:03:08.736486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A general framework for motion segmentation: Independent, articulated, rigid, non-rigid, degenerate and non-degenerate","venue":null,"work_id":"c54be145-6360-4a01-b097-9015a89faf75","year":2006},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:4da18b8d6f7874e993c61594039ce341682429a1d01627cc02844d79b04fbf0a","observation_id":"89cc5fcd-34d2-4a2f-8d68-1b3174378d45","resolution":{"observed_at":"2026-05-16T17:03:08.814230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rao, Roberto Tron, René Vidal, and Yi Ma","venue":null,"work_id":"3607a819-ae7c-4fc6-9510-f0cc7c1aab79","year":2008},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:3c50c9a82a4f514bdbfe478819591b6679c26b72d245e9c3506f281a8499d9a1","observation_id":"a69dad7f-5468-4a26-bc58-d6204091b02d","resolution":{"observed_at":"2026-05-16T17:03:08.800597Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learning segmentation from point trajec- tories","venue":null,"work_id":"6831680f-ff00-4958-a47c-349f8924b5d9","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:7e6476fe7eb884cc59ad1b4833a7f350baf3923470c3498038132d0fe9585eab","observation_id":"5bfccb96-bb69-40e7-898b-cc2cbabff904","resolution":{"observed_at":"2026-05-16T17:03:08.845688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Cheriyadat and Richard J","venue":null,"work_id":"011d17d2-42a4-4735-9f70-433973c3c372","year":2009},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:c0ba67e3058de48f2ac5b155b541128708ce63b2faa0d3e7a16db01fa343c6ee","observation_id":"ca1c4907-2029-4157-9d61-432bb3ea7321","resolution":{"observed_at":"2026-05-16T17:03:08.794137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Motion trajectory segmentation via minimum cost multicuts","venue":null,"work_id":"2e279c4b-29aa-491e-9282-0bee0e18e62e","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:8f3b481e643a118aaa2a4b610f308604a5b4e6d5b9697d086a60847e63ff28fa","observation_id":"0af221b4-273b-4cd4-ba28-71392ea80d07","resolution":{"observed_at":"2026-05-16T17:03:08.798439Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Higher-order minimum cost lifted mul- ticuts for motion segmentation","venue":null,"work_id":"341f6b3b-fa0c-4e19-8eea-da4bbec388b6","year":2017},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:7a59f33e1003710ef6700035c6126b810c68449d5aa211b325b783d63da097fa","observation_id":"cbca8238-5c8d-4c70-9dc3-a2b4b761e4da","resolution":{"observed_at":"2026-05-16T17:03:08.792175Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Higher order motion models and spectral clustering","venue":null,"work_id":"1644e80c-d2db-492d-ab94-4c3b0aa72292","year":2012},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:cea09cc6a47ecefaa8ef01ff933324cb835e1611c7ea6ec274f5ea3798265373","observation_id":"f428ad63-6627-4821-96b9-6509319430fb","resolution":{"observed_at":"2026-05-16T17:03:08.787423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segmentation of moving objects by long term video analysis.IEEE Transactions on Pattern Analysis and Machine Intelligence, 36:1187–1200","venue":null,"work_id":"191684af-20bb-4c1e-8b1f-3cd94a66f63a","year":2014},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b08f2734541d115b29f42bee2abddba4b4c17716ee67a888172304349bcb51db","observation_id":"641275bc-28eb-436b-a202-55c60122ba97","resolution":{"observed_at":"2026-05-16T17:03:08.789866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segment any motion in videos","venue":null,"work_id":"0d750735-a1ee-497b-ad27-fd4b35a4dab2","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:06bc3d73b95dc6b292a1287b9d5b4191252e7ab985d61cc0cd6871f96f953378","observation_id":"e2ea3581-8e58-439b-b32a-0ce936102219","resolution":{"observed_at":"2026-05-16T17:03:08.796396Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segment, magnify and reiterate: Detecting camouflaged objects the hard way","venue":null,"work_id":"435c56b9-a39c-4365-8fc4-3fd7e594939b","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:5e946de35554865bd34db8220eaf0f898791d2adecb49d1d08f3dd56990c3dc3","observation_id":"616c6dab-0511-4b73-a86b-0a4493809133","resolution":{"observed_at":"2026-05-16T17:03:08.805250Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Concealed object detection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44:6024–6042","venue":null,"work_id":"397fb1f7-3bdb-4776-bee5-c952669b0fc9","year":2022},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b9117d1221b8a060d4c3090e62d9d617943be0eea1ab32d8b9855f82eaa2916c","observation_id":"73f6d6df-2bb1-4b43-8dbe-bd38166f6f02","resolution":{"observed_at":"2026-05-16T17:03:08.816325Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Feature shrinkage pyra- mid for camouflaged object detection with transformers","venue":null,"work_id":"0dcc5052-7059-427d-bf2e-b7f1abd88040","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:64f8f864f11e9b747a3150e7ffe4114029450dde86498c1945a859d3badda349","observation_id":"896563ad-ba02-4735-bc0b-bc02512d032d","resolution":{"observed_at":"2026-05-16T17:03:08.856502Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"RUN: reversible unfolding network for concealed object segmentation","venue":null,"work_id":"5440ac3a-b874-4277-bbcd-0add98097f32","year":2025},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:5988d5f94e01c8ace6ff0b56517328c5632226fb6c4c815a30b26573b061e99d","observation_id":"b70b7591-0145-4b56-9949-08540d320421","resolution":{"observed_at":"2026-05-16T17:03:08.820606Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Camouflaged object segmentation with distraction mining","venue":null,"work_id":"a65f5649-0ba5-49d9-97b3-acfbbe0438fd","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:39239cbc6c1e1690e3d5af230a2557b7f10310a84b22429f09fc216f941b9f18","observation_id":"f3bf4f2d-bf7e-41c0-aa9d-8821531daa80","resolution":{"observed_at":"2026-05-16T17:03:08.756136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Uncertainty-guided trans- former reasoning for camouflaged object detection","venue":null,"work_id":"9e82d759-089e-4f48-aafc-c1d8ecca648b","year":2021},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:b1a913cf49686e5e783e948ab630be0f98e017cb7feddc6ee672358f53bdcee4","observation_id":"cafbf5f6-e4d9-4b43-8ff5-c91925e44fbe","resolution":{"observed_at":"2026-05-16T17:03:08.762983Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Hierarchical graph interaction transformer with dynamic token clustering for camouflaged object detection.IEEE Transactions on Image Processing, 33:5936– 5948","venue":null,"work_id":"7088965a-5e3e-4d75-a1cc-91f2941548ee","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:e08bacb35c7cc2346f9651bdfe8bb02508303803ebd0a36b629410f22bcf933f","observation_id":"8d9d2e2e-5be7-4fac-8141-069920ce3711","resolution":{"observed_at":"2026-05-16T17:03:08.758583Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Structure-measure: A new way to evaluate foreground maps","venue":null,"work_id":"4cd576cd-226a-4619-b382-8dc3afc37710","year":2017},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:4c76e9df59e9cabbbe477913b3b51be63cff6ac451b5767f70e9deb886340736","observation_id":"e351b096-5820-4994-abe6-1f2acf2fa66c","resolution":{"observed_at":"2026-05-16T17:03:08.745262Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"How to JOURNAL OF LATEX CLASS FILES, VOL","venue":null,"work_id":"e4d46e17-d82b-4325-958c-adefe0c6d4ed","year":2015},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:92236e6e40322baf17a5e755bd2ce5a6a40d599438a81f6d9c5d83619053f00b","observation_id":"ae969c65-da2b-4eac-b28e-f50d2b68d0c4","resolution":{"observed_at":"2026-05-16T17:03:08.747324Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Enhanced-alignment measure for binary foreground map evaluation","venue":null,"work_id":"a9037a59-b396-46a0-85f6-a68ad89a1142","year":2018},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:f803ad7e96e8185887743489f52c022db5e90f93cf28b33703f963969dd75fa8","observation_id":"255ad841-c5e1-466f-8582-d70f7af4a3dc","resolution":{"observed_at":"2026-05-16T17:03:08.765009Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Unifying flow, stereo and depth estimation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:13941–13958","venue":null,"work_id":"d27bd49d-3db4-4802-9a98-ce767b6a063d","year":2023},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:e01da9ec3578a14801601ca01e4f7c9e28469e12ec1a176faee9a2d20350c6e2","observation_id":"04454079-f38b-4e3d-98c4-e1194552009a","resolution":{"observed_at":"2026-05-16T17:03:08.783006Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Depth anything V2","venue":null,"work_id":"5b8b97d3-91c6-4cd8-b716-0e5d1dbdcc51","year":2024},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:a5392006b2e1573d1afcedaf9364e15e3bb43f005f1249d5801d14e132b52a7d","observation_id":"52930273-7c33-4bc1-8786-260c829e96ff","resolution":{"observed_at":"2026-05-16T17:03:08.717549Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"b30d6d54-6e7c-4ab7-aca5-d795373462ed","year":2011},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:7e92a1d647a9c7cc11e1fe243829a2c54e2367ab46385f90ad4717970e7974e7","observation_id":"eb33e9f2-6f38-457f-92f2-6e3fc07839dc","resolution":{"observed_at":"2026-05-16T17:03:08.696904Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"camouflaged animal","venue":null,"work_id":"784ae92e-a5fd-45c2-9ef3-5957b5959a46","year":2017},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:0f47a402880df92b12a7d192b754e37d4617171e205f00935d4400cc99bfdba2","observation_id":"f6780109-736b-41eb-90db-c5d8cbc1f6bd","resolution":{"observed_at":"2026-05-16T17:03:08.724836Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"964931f5-5c78-497a-b22c-67e07647c73d","year":null},"citing_paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild","version":2},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-05-10T18:38:02.818447Z"},"links":{"citing_paper":"/paper/2604.08287"},"observation_digest":"sha256:ebbf9786445f2a0aa251876444e87f44dc880edc3092d06071123d3f39617f39","observation_id":"0da0b9d1-0a3f-43e9-9790-05d971db2cc9","resolution":{"observed_at":"2026-05-16T17:03:08.738720Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.08287","last_updated":"2026-04-10T02:03:58Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-02T21:23:39.714100Z","submitted_at":"2026-04-09T14:23:46Z","title":"CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild"},"reference_resolution":{"displayed":96,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":9,"verified_exact":1,"verified_fuzzy":86},"total_outbound_references":96},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2604.08287."}