{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:LMJ36KP33SSS7CJJRTCT5OTPZR","short_pith_number":"pith:LMJ36KP3","schema_version":"1.0","canonical_sha256":"5b13bf29fbdca52f89298cc53eba6fcc4f361e6954bb227b09ed91896f42c6fa","source":{"kind":"arxiv","id":"2502.09471","version":1},"attestation_state":"computed","paper":{"title":"Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Feipeng Da, Junchi Yan, Xue Yang, Yansheng Li, Yi Yu, Zhenjun Han","submitted_at":"2025-02-13T16:34:59Z","abstract_excerpt":"Accurately estimating the orientation of visual objects with compact rotated bounding boxes (RBoxes) has become a prominent demand, which challenges existing object detection paradigms that only use horizontal bounding boxes (HBoxes). To equip the detectors with orientation awareness, supervised regression/classification modules have been introduced at the high cost of rotation annotation. Meanwhile, some existing datasets with oriented objects are already annotated with horizontal boxes or even single points. It becomes attractive yet remains open for effectively utilizing weaker single point"},"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":"2502.09471","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-02-13T16:34:59Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"f0619d09737c664fc9826696eb78a9c2522866ae80f2fb9d702734415b20997a","abstract_canon_sha256":"56aaab7b0a29490f5f15d4972ca9c0572fa81a45aed9b56fdedf77b3754e1b61"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:13:58.208995Z","signature_b64":"Qw3K0zH6O284feX60GWtyDts2p2UCjumKxuTuzhEAGLz8ffoTDXuRnXPBRzdQSzlg8kqUVm23lMlq8qebQNWCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5b13bf29fbdca52f89298cc53eba6fcc4f361e6954bb227b09ed91896f42c6fa","last_reissued_at":"2026-07-05T10:13:58.208506Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:13:58.208506Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Feipeng Da, Junchi Yan, Xue Yang, Yansheng Li, Yi Yu, Zhenjun Han","submitted_at":"2025-02-13T16:34:59Z","abstract_excerpt":"Accurately estimating the orientation of visual objects with compact rotated bounding boxes (RBoxes) has become a prominent demand, which challenges existing object detection paradigms that only use horizontal bounding boxes (HBoxes). To equip the detectors with orientation awareness, supervised regression/classification modules have been introduced at the high cost of rotation annotation. Meanwhile, some existing datasets with oriented objects are already annotated with horizontal boxes or even single points. It becomes attractive yet remains open for effectively utilizing weaker single point"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.09471","kind":"arxiv","version":1},"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/2502.09471/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":"2502.09471","created_at":"2026-07-05T10:13:58.208567+00:00"},{"alias_kind":"arxiv_version","alias_value":"2502.09471v1","created_at":"2026-07-05T10:13:58.208567+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.09471","created_at":"2026-07-05T10:13:58.208567+00:00"},{"alias_kind":"pith_short_12","alias_value":"LMJ36KP33SSS","created_at":"2026-07-05T10:13:58.208567+00:00"},{"alias_kind":"pith_short_16","alias_value":"LMJ36KP33SSS7CJJ","created_at":"2026-07-05T10:13:58.208567+00:00"},{"alias_kind":"pith_short_8","alias_value":"LMJ36KP3","created_at":"2026-07-05T10:13:58.208567+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/LMJ36KP33SSS7CJJRTCT5OTPZR","json":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR.json","graph_json":"https://pith.science/api/pith-number/LMJ36KP33SSS7CJJRTCT5OTPZR/graph.json","events_json":"https://pith.science/api/pith-number/LMJ36KP33SSS7CJJRTCT5OTPZR/events.json","paper":"https://pith.science/paper/LMJ36KP3"},"agent_actions":{"view_html":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR","download_json":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR.json","view_paper":"https://pith.science/paper/LMJ36KP3","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2502.09471&json=true","fetch_graph":"https://pith.science/api/pith-number/LMJ36KP33SSS7CJJRTCT5OTPZR/graph.json","fetch_events":"https://pith.science/api/pith-number/LMJ36KP33SSS7CJJRTCT5OTPZR/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR/action/timestamp_anchor","attest_storage":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR/action/storage_attestation","attest_author":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR/action/author_attestation","sign_citation":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR/action/citation_signature","submit_replication":"https://pith.science/pith/LMJ36KP33SSS7CJJRTCT5OTPZR/action/replication_record"}},"created_at":"2026-07-05T10:13:58.208567+00:00","updated_at":"2026-07-05T10:13:58.208567+00:00"}