{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:UUHRHOJX5GJSIJTPKOHNTPKYM2","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":"f14dadcf87f7ceb415c7f7d88c2be55c8cec90676136ca93a2459051eb1ebed8","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-08-09T15:07:23Z","title_canon_sha256":"df50eac74aba6c4c171e5897963494ae2f0af2b377037954892ec653de89ecb1"},"schema_version":"1.0","source":{"id":"1708.02863","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1708.02863","created_at":"2026-05-18T00:38:19Z"},{"alias_kind":"arxiv_version","alias_value":"1708.02863v1","created_at":"2026-05-18T00:38:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.02863","created_at":"2026-05-18T00:38:19Z"},{"alias_kind":"pith_short_12","alias_value":"UUHRHOJX5GJS","created_at":"2026-05-18T12:31:49Z"},{"alias_kind":"pith_short_16","alias_value":"UUHRHOJX5GJSIJTP","created_at":"2026-05-18T12:31:49Z"},{"alias_kind":"pith_short_8","alias_value":"UUHRHOJX","created_at":"2026-05-18T12:31:49Z"}],"graph_snapshots":[{"event_id":"sha256:23475ecd7a8bec42fd7ec1b804416e7724ed4faa644e0b9436d073eb76791553","target":"graph","created_at":"2026-05-18T00:38:19Z","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"},"paper":{"abstract_excerpt":"The region-based Convolutional Neural Network (CNN) detectors such as Faster R-CNN or R-FCN have already shown promising results for object detection by combining the region proposal subnetwork and the classification subnetwork together. Although R-FCN has achieved higher detection speed while keeping the detection performance, the global structure information is ignored by the position-sensitive score maps. To fully explore the local and global properties, in this paper, we propose a novel fully convolutional network, named as CoupleNet, to couple the global structure with local parts for obj","authors_text":"Chaoyang Zhao, Hanqing Lu, Jinqiao Wang, Xu Zhao, Yi Wu, Yousong Zhu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-08-09T15:07:23Z","title":"CoupleNet: Coupling Global Structure with Local Parts for Object Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.02863","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":"sha256:6e4f10ef3056624d538c516a1d2a310671313c36a54cb6fce9d9d71869b2489e","target":"record","created_at":"2026-05-18T00:38:19Z","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":"f14dadcf87f7ceb415c7f7d88c2be55c8cec90676136ca93a2459051eb1ebed8","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-08-09T15:07:23Z","title_canon_sha256":"df50eac74aba6c4c171e5897963494ae2f0af2b377037954892ec653de89ecb1"},"schema_version":"1.0","source":{"id":"1708.02863","kind":"arxiv","version":1}},"canonical_sha256":"a50f13b937e99324266f538ed9bd58668bc09b83af85c4c40cfbba39b9a3726b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a50f13b937e99324266f538ed9bd58668bc09b83af85c4c40cfbba39b9a3726b","first_computed_at":"2026-05-18T00:38:19.293116Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:38:19.293116Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wZ7kb2MTO7+IhLaiLRDMBjl6nsAgY8FfqPhYw0+HzXA8Yi02R5sXEm6U9Pc9OcjOUvuZ129umQ5BBsuNVEn8Cg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:38:19.293846Z","signed_message":"canonical_sha256_bytes"},"source_id":"1708.02863","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6e4f10ef3056624d538c516a1d2a310671313c36a54cb6fce9d9d71869b2489e","sha256:23475ecd7a8bec42fd7ec1b804416e7724ed4faa644e0b9436d073eb76791553"],"state_sha256":"4e9c96a343806b11dee74bdf9984621a9ebe5b2b4cbee4a91003a4f860e9ca5c"}