{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:YETBHJ6FIG7J2MUQLHBL2CDOEA","short_pith_number":"pith:YETBHJ6F","schema_version":"1.0","canonical_sha256":"c12613a7c541be9d329059c2bd086e201d686f91fd9d59ffdf4cb115fa6e8e30","source":{"kind":"arxiv","id":"2603.09411","version":2},"attestation_state":"computed","paper":{"title":"RiO-DETR: DETR for Real-time Oriented Object Detection","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Dongsheng Jiang, Hebei Li, Jie Chen, Peixi Wu, Wenzhang Sun, Xiangchen Yin, Xiaoyan Sun, Xinghao Wang, Yansong Peng, Yifan Zhao, Zhangchi Hu","submitted_at":"2026-03-10T09:25:20Z","abstract_excerpt":"We present RiO-DETR: DETR for Real-time Oriented Object Detection, the first real-time oriented detection transformer to the best of our knowledge. Adapting DETR to oriented bounding boxes (OBBs) poses three challenges: semantics-dependent orientation, angle periodicity that breaks standard Euclidean refinement, and an enlarged search space that slows convergence. RiO-DETR resolves these issues with task-native designs while preserving real-time efficiency. First, we propose Content-Driven Angle Estimation by decoupling angle from positional queries, together with Rotation-Rectified Orthogonal"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2603.09411","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-03-10T09:25:20Z","cross_cats_sorted":[],"title_canon_sha256":"81c9045ddbee3f50f9ba4b0f1d147ef085eddca10c30b808e6332e98d96f4a6f","abstract_canon_sha256":"703706083cc5bcb3a2a2f667c5d8e1d7f15f5aaa6800063397345385deb793cc"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c12613a7c541be9d329059c2bd086e201d686f91fd9d59ffdf4cb115fa6e8e30","last_reissued_at":"2026-07-31T01:33:21.088431Z","signature_status":"unsigned_v0","first_computed_at":"2026-07-31T01:33:21.088431Z"},"graph_snapshot":{"paper":{"title":"RiO-DETR: DETR for Real-time Oriented Object Detection","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Dongsheng Jiang, Hebei Li, Jie Chen, Peixi Wu, Wenzhang Sun, Xiangchen Yin, Xiaoyan Sun, Xinghao Wang, Yansong Peng, Yifan Zhao, Zhangchi Hu","submitted_at":"2026-03-10T09:25:20Z","abstract_excerpt":"We present RiO-DETR: DETR for Real-time Oriented Object Detection, the first real-time oriented detection transformer to the best of our knowledge. Adapting DETR to oriented bounding boxes (OBBs) poses three challenges: semantics-dependent orientation, angle periodicity that breaks standard Euclidean refinement, and an enlarged search space that slows convergence. RiO-DETR resolves these issues with task-native designs while preserving real-time efficiency. First, we propose Content-Driven Angle Estimation by decoupling angle from positional queries, together with Rotation-Rectified Orthogonal"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2603.09411","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2603.09411/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2603.09411","created_at":"2026-07-31T01:33:21.091523+00:00"},{"alias_kind":"arxiv_version","alias_value":"2603.09411v2","created_at":"2026-07-31T01:33:21.091523+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2603.09411","created_at":"2026-07-31T01:33:21.091523+00:00"},{"alias_kind":"pith_short_12","alias_value":"YETBHJ6FIG7J","created_at":"2026-07-31T01:33:21.091523+00:00"},{"alias_kind":"pith_short_16","alias_value":"YETBHJ6FIG7J2MUQ","created_at":"2026-07-31T01:33:21.091523+00:00"},{"alias_kind":"pith_short_8","alias_value":"YETBHJ6F","created_at":"2026-07-31T01:33:21.091523+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA","json":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA.json","graph_json":"https://pith.science/api/pith-number/YETBHJ6FIG7J2MUQLHBL2CDOEA/graph.json","events_json":"https://pith.science/api/pith-number/YETBHJ6FIG7J2MUQLHBL2CDOEA/events.json","paper":"https://pith.science/paper/YETBHJ6F"},"agent_actions":{"view_html":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA","download_json":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA.json","view_paper":"https://pith.science/paper/YETBHJ6F","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2603.09411&json=true","fetch_graph":"https://pith.science/api/pith-number/YETBHJ6FIG7J2MUQLHBL2CDOEA/graph.json","fetch_events":"https://pith.science/api/pith-number/YETBHJ6FIG7J2MUQLHBL2CDOEA/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA/action/timestamp_anchor","attest_storage":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA/action/storage_attestation","attest_author":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA/action/author_attestation","sign_citation":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA/action/citation_signature","submit_replication":"https://pith.science/pith/YETBHJ6FIG7J2MUQLHBL2CDOEA/action/replication_record"}},"created_at":"2026-07-31T01:33:21.091523+00:00","updated_at":"2026-07-31T01:33:21.091523+00:00"}