Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T02:37:39.176755Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.25392.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T02:37:39.176755Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b06ddb3d-6cfc-4a84-83a0-76725fa4fbe4 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Salient object detection in the deep learning era: An in- depth survey.IEEE Transactions on Pattern Anal- ysis and Machine Intelligence, 44(6):3239–3259, 2021
Reference 1
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Observation a0275ef6-d37f-4306-9e87-f1bb6d732c6b · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Shifting more attention to video salient object detection
Reference 2
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Observation 1e801073-ede0-4d4a-bdd1-466f02598f85 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Salient object detec- tion in rgb-d videos.IEEE Transactions on Image Processing, 33:6660–6675, 2024
Reference 3
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Observation 34c55980-9fac-451e-89f3-5edceb00c9b5 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Dvsod: Rgb-d video salient object detection.Ad- vances in Neural Information Processing Systems, 36:8774–8787, 2023
Reference 4
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Observation d3f1a690-211b-43ce-aa9f-325ddd532df6 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Vidsod-100: A new dataset and a baseline model for rgb-d video salient object detection.International Journal of Computer Vision, 132(11):5173–5191, 2024
Reference 5
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Unavailable: canonical work link unavailable.
Observation 4cc892be-5689-4a2f-8633-5e354467dee6 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Segment anything
Reference 6
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Unavailable: canonical work link unavailable.
Observation 7e336b2e-5821-48c3-a6ab-955ca02b5838 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection SAM 2: Segment Anything in Images and Videos
Reference 7
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Unavailable: canonical work link unavailable.
Observation b5bbdb8d-2bc4-4c6c-8021-5ea231cb1c5d · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022
Reference 8
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Unavailable: canonical work link unavailable.
Observation 72e4fed7-d64f-4174-894f-e8b55622dbdd · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Jl-dcf: Joint learning and densely- cooperative fusion framework for rgb-d salient ob- ject detection
Reference 9
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Unavailable: canonical work link unavailable.
Observation 6c73c36c-2f78-4786-9ccb-52bf2deea06b · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Calibrated rgb-d salient object detection
Reference 10
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Unavailable: canonical work link unavailable.
Observation a253552b-f006-4e8e-8252-db4238119320 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Cross-modal fusion and pro- gressive decoding network for rgb-d salient object detection.International Journal of Computer Vi- sion, 132(8):3067–3085, 2024
Reference 11
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Observation 7c68a2bd-f3b6-46e2-a933-ca72fcc97281 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Catnet: A cascaded and ag- gregated transformer network for rgb-d salient ob- ject detection.IEEE Transactions on Multimedia, 26:2249–2262, 2023
Reference 12
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Unavailable: canonical work link unavailable.
Observation 8dcb1812-da7c-4a64-be66-bb2da38f6f5c · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Flow guided recurrent neural en- coder for video salient object detection
Reference 13
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Unavailable: canonical work link unavailable.
Observation 5c01fc60-60be-440d-8dbf-d23b375855fd · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Motion guided attention for video salient object detection
Reference 14
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Unavailable: canonical work link unavailable.
Observation 42e3bcaf-a4a1-48da-a0ae-da5c1706b9bb · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Video object segmentation using space-time memory networks
Reference 15
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Unavailable: canonical work link unavailable.
Observation 81fe4626-bbc8-4d7e-8ba2-d18a6045d459 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Xmem: Long-term video object segmentation with an atkinson-shiffrin memory model
Reference 16
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Unavailable: canonical work link unavailable.
Observation c3c94613-6948-40de-87d4-b15921e4ca76 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Look before you match: Instance understanding matters in video object segmentation
Reference 17
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Unavailable: canonical work link unavailable.
Observation 450f6c0a-9a16-4e66-afac-b0b99ea3a980 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Learning better video query with sam for video instance segmentation.IEEE Transac- tions on Circuits and Systems for Video Technol- ogy, 35(4):2963–2974, 2024
Reference 18
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Unavailable: canonical work link unavailable.
Observation 864311b9-413e-484c-8d16-511dddf05b16 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Depth-cooperated trimodal network for video salient object detection
Reference 19
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Unavailable: canonical work link unavailable.
Observation f18cf819-95d0-4e14-9b99-fcd5d3218d75 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Samba: A unified mamba-based framework for general salient object detection
Reference 20
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Unavailable: canonical work link unavailable.
Observation 43fefb8c-1166-4c54-8c9d-47d5a2ebf183 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Lightweight multi-frequency enhancement net- work for rgb-d video salient object detection
Reference 21
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Unavailable: canonical work link unavailable.
Observation 9da73e9c-ad57-4eee-965d-b9328cc64811 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Multi-scale and detail-enhanced segment anything model for salient object detec- tion
Reference 22
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Unavailable: canonical work link unavailable.
Observation 4142961f-12e4-45a5-acb6-5feafbb724d1 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance
Reference 23
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Unavailable: canonical work link unavailable.
Observation 01fc629d-d1af-4a1b-be94-4a6f8a4f5342 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Samsod: Re- thinking sam optimization for rgb-t salient ob- ject detection.IEEE Transactions on Multimedia, 2026
Reference 24
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Unavailable: canonical work link unavailable.
Observation 655cb8be-386c-4305-8a46-7eecf5cb9a58 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Kan-sam: Kolmogorov-arnold net- work guided segment anything model for rgb- t salient object detection
Reference 25
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Unavailable: canonical work link unavailable.
Observation ced01471-217e-4ed1-8764-21b23c619d3f · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Sam- daq: Segment anything model with depth-guided adaptive queries for rgb-d video salient object de- tection.arXiv preprint arXiv:2511.09870, 2025
Reference 26
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Observation ddd513c0-7993-4431-82f5-49dce1890337 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Raft: Recurrent all- pairs field transforms for optical flow
Reference 27
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Unavailable: canonical work link unavailable.
Observation 980aa9f4-13c6-45d8-96fa-85d274950199 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Video segmenta- tion by tracking many figure-ground segments
Reference 28
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Unavailable: canonical work link unavailable.
Observation ceac4bb9-d2b5-42c0-b5d0-d729dd8ad5d1 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Segmentation of moving objects by long term video analysis.IEEE transactions on pattern anal- ysis and machine intelligence, 36(6):1187–1200, 2013
Reference 29
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Observation e6f1425d-969b-41fe-bfc3-617f984e9405 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Consistent video saliency using local gradient flow optimization and global refinement.IEEE Transactions on Image Processing, 24(11):4185– 4196, 2015
Reference 30
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Observation 9e5571af-4a68-4f0e-a4d5-fc6970f9a4f8 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection A benchmark dataset and evaluation methodology for video object segmentation
Reference 31
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Unavailable: canonical work link unavailable.
Observation 1c7ddcb7-883b-4cd3-a9d5-249f8c54d40d · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection A benchmark dataset and saliency-guided stacked autoencoders for video-based salient object detec- tion.IEEE Transactions on Image Processing, 27(1):349–364, 2017
Reference 32
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Observation dabfd078-9147-4760-8419-80f2ff0f835e · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Revisiting video saliency prediction in the deep learning era.IEEE transactions on pattern anal- ysis and machine intelligence, 43(1):220–237, 2019
Reference 33
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Observation b3b103e9-5348-40ec-9bdc-9d5179a59fa7 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Flowformer++: Masked cost volume autoencod- ing for pretraining optical flow estimation
Reference 34
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Observation 9abeda8e-5b9c-43ea-91a0-3aee37174511 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Cpal: Cross-prompting adapter with loras for rgb+ x semantic segmentation.IEEE Trans- actions on Circuits and Systems for Video Tech- nology, 35(6):5858–5871, 2025
Reference 35
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Unavailable: canonical work link unavailable.
Observation 1b243fe2-ddd8-414e-af45-8e8c1cee1914 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Vision transformers for dense predic- tion
Reference 36
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Observation bcfbc476-149f-46c0-b64b-b8c7c234589a · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Learning to detect salient objects with image-level supervision
Reference 37
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Unavailable: canonical work link unavailable.
Observation 3c35cf34-4499-43ac-b34a-1b28f877482c · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Structure-measure: A new way to evaluate foreground maps
Reference 38
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Unavailable: canonical work link unavailable.
Observation 82ebdfad-54e3-4dcf-bf95-225fbe7563dc · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Salient object detection: A bench- mark.IEEE transactions on image processing, 24(12):5706–5722, 2015
Reference 39
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Observation 5110f97b-c0bc-4069-9834-2a56c4838a2f · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Frequency-tuned salient region detection
Reference 40
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Unavailable: canonical work link unavailable.
Observation eb33d64b-cd4b-4a4c-b0ea-f812034e1081 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Saliency filters: Contrast based filtering for salient region detection
Reference 41
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Unavailable: canonical work link unavailable.
Observation 07c14891-aca0-4909-a363-5b40400013a5 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Bbs-net: Rgb-d salient ob- ject detection with a bifurcated backbone strategy network
Reference 42
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Observation e8feafea-f4bd-4491-b632-4274d84fa271 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Specificity- preserving rgb-d saliency detection
Reference 43
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Unavailable: canonical work link unavailable.
Observation a4cdf4c4-5ee6-4c76-967f-c53cef21c6fe · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection 3-d convolutional neural net- works for rgb-d salient object detection and be- yond.IEEE Transactions on Neural Networks and Learning Systems, 35(3):4309–4323, 2022
Reference 44
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Observation 42a97253-fbf2-4a06-8e1e-5c109d23c1bf · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Point-aware interaction and cnn-induced refine- ment network for rgb-d salient object detection
Reference 45
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Unavailable: canonical work link unavailable.
Observation 29c12e38-1722-437c-9c63-8653f8c5bc02 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Full-duplex strat- egy for video object segmentation
Reference 46
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Unavailable: canonical work link unavailable.
Observation 9ebd69f9-252e-43a8-b7ef-097fd10aebe3 · outbound
RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection Dynamic context-sensitive filter- ing network for video salient object detection
Reference 47
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No inbound Pith citation observations are available.