{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:TLDXNFDRS5IKXJYNHULTZZJUVC","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":"ae4c87e84f1e64f6c642500305bc7896116ab0f6f3ce28cb98d4bb6ecf2f8004","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-01-18T08:44:01Z","title_canon_sha256":"a92e438147fcf2b4c0ff6dc605669f9b889fb335a96b9f3918c2f3b4bd42e5b5"},"schema_version":"1.0","source":{"id":"1901.06129","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1901.06129","created_at":"2026-05-17T23:56:04Z"},{"alias_kind":"arxiv_version","alias_value":"1901.06129v1","created_at":"2026-05-17T23:56:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1901.06129","created_at":"2026-05-17T23:56:04Z"},{"alias_kind":"pith_short_12","alias_value":"TLDXNFDRS5IK","created_at":"2026-05-18T12:33:30Z"},{"alias_kind":"pith_short_16","alias_value":"TLDXNFDRS5IKXJYN","created_at":"2026-05-18T12:33:30Z"},{"alias_kind":"pith_short_8","alias_value":"TLDXNFDR","created_at":"2026-05-18T12:33:30Z"}],"graph_snapshots":[{"event_id":"sha256:001587e800493461de0072e06d00cc67d203671555fc6ecb6542193b3e46c5f1","target":"graph","created_at":"2026-05-17T23:56:04Z","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":"In this paper, we propose a unified Multi-Object Tracking (MOT) framework learning to make full use of long term and short term cues for handling complex cases in MOT scenes. Besides, for better association, we propose switcher-aware classification (SAC), which takes the potential identity-switch causer (switcher) into consideration. Specifically, the proposed framework includes a Single Object Tracking (SOT) sub-net to capture short term cues, a re-identification (ReID) sub-net to extract long term cues and a switcher-aware classifier to make matching decisions using extracted features from t","authors_text":"Junjie Yan, Wanli Ouyang, Weitao Feng, Wei Wu, Zhihao Hu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-01-18T08:44:01Z","title":"Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1901.06129","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:e3f1f4adc24df5ef6e884c90e9bb0b78962a4a260b5eb48b59c8390ac3b6d6d3","target":"record","created_at":"2026-05-17T23:56:04Z","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":"ae4c87e84f1e64f6c642500305bc7896116ab0f6f3ce28cb98d4bb6ecf2f8004","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-01-18T08:44:01Z","title_canon_sha256":"a92e438147fcf2b4c0ff6dc605669f9b889fb335a96b9f3918c2f3b4bd42e5b5"},"schema_version":"1.0","source":{"id":"1901.06129","kind":"arxiv","version":1}},"canonical_sha256":"9ac77694719750aba70d3d173ce534a8952cc120929e3f328e5b056735e2434a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9ac77694719750aba70d3d173ce534a8952cc120929e3f328e5b056735e2434a","first_computed_at":"2026-05-17T23:56:04.472800Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:56:04.472800Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FTqph68oIDv0rzjG5+wUwFFVjuME0iMo3yccDr2P6Opij5vmm0N6rAJUouZ3z+zjnjCt/QQsSDSwz2KsnOFdAg==","signature_status":"signed_v1","signed_at":"2026-05-17T23:56:04.473290Z","signed_message":"canonical_sha256_bytes"},"source_id":"1901.06129","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e3f1f4adc24df5ef6e884c90e9bb0b78962a4a260b5eb48b59c8390ac3b6d6d3","sha256:001587e800493461de0072e06d00cc67d203671555fc6ecb6542193b3e46c5f1"],"state_sha256":"9f6c25e145280a31dde4bf5e611576721aa1b83bb56e8722e94a616a3bf5a978"}