{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2020:5YJRTAKCBUKA5OQBTHXZJE7D5Y","short_pith_number":"pith:5YJRTAKC","canonical_record":{"source":{"id":"2010.09015","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-10-18T16:16:49Z","cross_cats_sorted":[],"title_canon_sha256":"2a52b394c95387c0fb1588514e9f7402235f80ee9040481ad5994f29abe8f46e","abstract_canon_sha256":"a4847b0c4e9dbb4bf3c2d560c81b1562f3b7d3c87b362ecdeb8157217df37ba7"},"schema_version":"1.0"},"canonical_sha256":"ee131981420d140eba0199ef9493e3ee176eb614dd384b2915cf39810ff9f587","source":{"kind":"arxiv","id":"2010.09015","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.09015","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"arxiv_version","alias_value":"2010.09015v3","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.09015","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"pith_short_12","alias_value":"5YJRTAKCBUKA","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"pith_short_16","alias_value":"5YJRTAKCBUKA5OQB","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"pith_short_8","alias_value":"5YJRTAKC","created_at":"2026-07-05T01:52:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2020:5YJRTAKCBUKA5OQBTHXZJE7D5Y","target":"record","payload":{"canonical_record":{"source":{"id":"2010.09015","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-10-18T16:16:49Z","cross_cats_sorted":[],"title_canon_sha256":"2a52b394c95387c0fb1588514e9f7402235f80ee9040481ad5994f29abe8f46e","abstract_canon_sha256":"a4847b0c4e9dbb4bf3c2d560c81b1562f3b7d3c87b362ecdeb8157217df37ba7"},"schema_version":"1.0"},"canonical_sha256":"ee131981420d140eba0199ef9493e3ee176eb614dd384b2915cf39810ff9f587","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:52:48.299053Z","signature_b64":"nae+FRJ48DjrfLk+LF5+6UuUfeZHDgqMNJFG7JtI1S07EyyobLrmK4WXE4g3S6bn20nsqaLPsxPyhmevB7jeDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ee131981420d140eba0199ef9493e3ee176eb614dd384b2915cf39810ff9f587","last_reissued_at":"2026-07-05T01:52:48.298602Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:52:48.298602Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2010.09015","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T01:52:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FLff4cW8Rip2wPVfqHufRZ5voObcv9Rnej1mjS/Au4uSrx74G9jyTcUEIgu06ApZPQYS66K8lZQ5SVnzMUKJDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T06:04:23.260479Z"},"content_sha256":"6522dc7d23d573c33cee1cbb5271619f6dd835b3a6a391c56ac732534a29daec","schema_version":"1.0","event_id":"sha256:6522dc7d23d573c33cee1cbb5271619f6dd835b3a6a391c56ac732534a29daec"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2020:5YJRTAKCBUKA5OQBTHXZJE7D5Y","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Tracklets Predicting Based Adaptive Graph Tracking","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bing Deng, Chaobing Shan, Chunbo Wei, Jianqiang Huang, Kewei Liang, Xian-Sheng Hua, Xiaoliang Cheng","submitted_at":"2020-10-18T16:16:49Z","abstract_excerpt":"Most of the existing tracking methods link the detected boxes to the tracklets using a linear combination of feature cosine distances and box overlap. But the problem of inconsistent features of an object in two different frames still exists. In addition, when extracting features, only appearance information is utilized, neither the location relationship nor the information of the tracklets is considered. We present an accurate and end-to-end learning framework for multi-object tracking, namely \\textbf{TPAGT}. It re-extracts the features of the tracklets in the current frame based on motion pr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.09015","kind":"arxiv","version":3},"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/2010.09015/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T01:52:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qCu9j7iqVhkTBmBYRq+5TV4B4UXYUiG7VqvNobn+PQ54jqQspC4oq/L6rGasMNno3jyiKJvsQA+adum8yLaTCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T06:04:23.261415Z"},"content_sha256":"d54e7e2a1d050fa99f055ecc899efcc3e38abc618b201997219ccf93448a0238","schema_version":"1.0","event_id":"sha256:d54e7e2a1d050fa99f055ecc899efcc3e38abc618b201997219ccf93448a0238"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y/bundle.json","state_url":"https://pith.science/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-23T06:04:23Z","links":{"resolver":"https://pith.science/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y","bundle":"https://pith.science/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y/bundle.json","state":"https://pith.science/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y/state.json","well_known_bundle":"https://pith.science/.well-known/pith/5YJRTAKCBUKA5OQBTHXZJE7D5Y/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:5YJRTAKCBUKA5OQBTHXZJE7D5Y","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":"a4847b0c4e9dbb4bf3c2d560c81b1562f3b7d3c87b362ecdeb8157217df37ba7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-10-18T16:16:49Z","title_canon_sha256":"2a52b394c95387c0fb1588514e9f7402235f80ee9040481ad5994f29abe8f46e"},"schema_version":"1.0","source":{"id":"2010.09015","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.09015","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"arxiv_version","alias_value":"2010.09015v3","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.09015","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"pith_short_12","alias_value":"5YJRTAKCBUKA","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"pith_short_16","alias_value":"5YJRTAKCBUKA5OQB","created_at":"2026-07-05T01:52:48Z"},{"alias_kind":"pith_short_8","alias_value":"5YJRTAKC","created_at":"2026-07-05T01:52:48Z"}],"graph_snapshots":[{"event_id":"sha256:d54e7e2a1d050fa99f055ecc899efcc3e38abc618b201997219ccf93448a0238","target":"graph","created_at":"2026-07-05T01:52:48Z","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/2010.09015/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Most of the existing tracking methods link the detected boxes to the tracklets using a linear combination of feature cosine distances and box overlap. But the problem of inconsistent features of an object in two different frames still exists. In addition, when extracting features, only appearance information is utilized, neither the location relationship nor the information of the tracklets is considered. We present an accurate and end-to-end learning framework for multi-object tracking, namely \\textbf{TPAGT}. It re-extracts the features of the tracklets in the current frame based on motion pr","authors_text":"Bing Deng, Chaobing Shan, Chunbo Wei, Jianqiang Huang, Kewei Liang, Xian-Sheng Hua, Xiaoliang Cheng","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-10-18T16:16:49Z","title":"Tracklets Predicting Based Adaptive Graph Tracking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.09015","kind":"arxiv","version":3},"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":"sha256:6522dc7d23d573c33cee1cbb5271619f6dd835b3a6a391c56ac732534a29daec","target":"record","created_at":"2026-07-05T01:52:48Z","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":"a4847b0c4e9dbb4bf3c2d560c81b1562f3b7d3c87b362ecdeb8157217df37ba7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-10-18T16:16:49Z","title_canon_sha256":"2a52b394c95387c0fb1588514e9f7402235f80ee9040481ad5994f29abe8f46e"},"schema_version":"1.0","source":{"id":"2010.09015","kind":"arxiv","version":3}},"canonical_sha256":"ee131981420d140eba0199ef9493e3ee176eb614dd384b2915cf39810ff9f587","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ee131981420d140eba0199ef9493e3ee176eb614dd384b2915cf39810ff9f587","first_computed_at":"2026-07-05T01:52:48.298602Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:52:48.298602Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"nae+FRJ48DjrfLk+LF5+6UuUfeZHDgqMNJFG7JtI1S07EyyobLrmK4WXE4g3S6bn20nsqaLPsxPyhmevB7jeDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T01:52:48.299053Z","signed_message":"canonical_sha256_bytes"},"source_id":"2010.09015","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6522dc7d23d573c33cee1cbb5271619f6dd835b3a6a391c56ac732534a29daec","sha256:d54e7e2a1d050fa99f055ecc899efcc3e38abc618b201997219ccf93448a0238"],"state_sha256":"311bd25fd73f6482b0c8bd6d625f34d31fa5e7e660cc4bad78190fdf0559ae6c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wDa3z8DGwuq7Ij2WLy/8x3AERxQvkpbvwkx0BsmHWpOajV4MqM90V8boz8j5mktpzB/hyv+7g57aPnSUhEQiDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T06:04:23.265883Z","bundle_sha256":"ceb428afe409794876181eef6910458990ce9b14c68f7ba2187008040615f56e"}}