{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:KYFGCXIRMAAHVPNWIL3DTRTSHH","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"16c7269f99c805734b2215c8d68882288185012b225a5df2135c2200be4a9417","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-17T05:45:48Z","title_canon_sha256":"1eab0473acd99df3bfd866a1f6f6e92542320b341fc13841f3a40b7b3a5dcff2"},"schema_version":"1.0","source":{"id":"2412.12562","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.12562","created_at":"2026-07-05T09:50:17Z"},{"alias_kind":"arxiv_version","alias_value":"2412.12562v1","created_at":"2026-07-05T09:50:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.12562","created_at":"2026-07-05T09:50:17Z"},{"alias_kind":"pith_short_12","alias_value":"KYFGCXIRMAAH","created_at":"2026-07-05T09:50:17Z"},{"alias_kind":"pith_short_16","alias_value":"KYFGCXIRMAAHVPNW","created_at":"2026-07-05T09:50:17Z"},{"alias_kind":"pith_short_8","alias_value":"KYFGCXIR","created_at":"2026-07-05T09:50:17Z"}],"graph_snapshots":[{"event_id":"sha256:8c108fd082a4d82352b1558fdb7935ab4ea7c939e2b4048a860376d69d37b81f","target":"graph","created_at":"2026-07-05T09:50:17Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2412.12562/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Achieving a balance between computational efficiency and detection accuracy in the realm of rotated bounding box object detection within aerial imagery is a significant challenge. While prior research has aimed at creating lightweight models that enhance computational performance and feature extraction, there remains a gap in the performance of these networks when it comes to the detection of small and multi-scale objects in remote sensing (RS) imagery. To address these challenges, we present a novel enhancement to the YOLOv8 model, tailored for oriented object detection tasks and optimized fo","authors_text":"Sheng Chang, Xianchuan Yu, Xiao Yi, Zhifei Shi, Zongyao Yin","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-17T05:45:48Z","title":"Efficient Oriented Object Detection with Enhanced Small Object Recognition in Aerial Images"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.12562","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:58aca669cd38fb59607d6201a877ec9276f353bc4b685d575185be6cab730f69","target":"record","created_at":"2026-07-05T09:50:17Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"16c7269f99c805734b2215c8d68882288185012b225a5df2135c2200be4a9417","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-17T05:45:48Z","title_canon_sha256":"1eab0473acd99df3bfd866a1f6f6e92542320b341fc13841f3a40b7b3a5dcff2"},"schema_version":"1.0","source":{"id":"2412.12562","kind":"arxiv","version":1}},"canonical_sha256":"560a615d1160007abdb642f639c67239df58d7b804e34446d1cf1bb929b3535c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"560a615d1160007abdb642f639c67239df58d7b804e34446d1cf1bb929b3535c","first_computed_at":"2026-07-05T09:50:17.028218Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:50:17.028218Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"IAjQjNvzCp+yixGpUL2BiNRb54hbPs2YVHKQyG6KydZBqxkNyfN2FyD2nFnOpT3SBZwW8DTIM50l7eHqWHMyDw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:50:17.028728Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.12562","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:58aca669cd38fb59607d6201a877ec9276f353bc4b685d575185be6cab730f69","sha256:8c108fd082a4d82352b1558fdb7935ab4ea7c939e2b4048a860376d69d37b81f"],"state_sha256":"5ef1f71864a57e7f6340b45699fe6c31546a073625200f934abaf54c66755c9e"}