{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:6CNUV2HRIQCSTGXQPW45EUFQAP","short_pith_number":"pith:6CNUV2HR","canonical_record":{"source":{"id":"2403.06243","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-10T15:56:55Z","cross_cats_sorted":[],"title_canon_sha256":"cce2544068e55043768ba0af27c25e6ebfa5302eea5e36626b60816279e9fce2","abstract_canon_sha256":"c54b55c9e8e97d291864f592ba237e8693c3488e3a81c6cefcc5f5d58bf49645"},"schema_version":"1.0"},"canonical_sha256":"f09b4ae8f14405299af07db9d250b003d354f42fcd02030f7e781da367914c4f","source":{"kind":"arxiv","id":"2403.06243","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.06243","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"arxiv_version","alias_value":"2403.06243v1","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.06243","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"pith_short_12","alias_value":"6CNUV2HRIQCS","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"pith_short_16","alias_value":"6CNUV2HRIQCSTGXQ","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"pith_short_8","alias_value":"6CNUV2HR","created_at":"2026-07-05T07:54:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:6CNUV2HRIQCSTGXQPW45EUFQAP","target":"record","payload":{"canonical_record":{"source":{"id":"2403.06243","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-10T15:56:55Z","cross_cats_sorted":[],"title_canon_sha256":"cce2544068e55043768ba0af27c25e6ebfa5302eea5e36626b60816279e9fce2","abstract_canon_sha256":"c54b55c9e8e97d291864f592ba237e8693c3488e3a81c6cefcc5f5d58bf49645"},"schema_version":"1.0"},"canonical_sha256":"f09b4ae8f14405299af07db9d250b003d354f42fcd02030f7e781da367914c4f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:54:21.047141Z","signature_b64":"5Ub0dfrdRQZ/9QmD8I0eEp6TW1H7H5rZHqAU9Yca3ofeN1jb8uLMuAJwh5vo5qt2Btqu/+8oiejLnOYJsqCJDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f09b4ae8f14405299af07db9d250b003d354f42fcd02030f7e781da367914c4f","last_reissued_at":"2026-07-05T07:54:21.046701Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:54:21.046701Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.06243","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:54:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NYt3mf6gO7G81/gSCnxvL0z2VcWTgnVXNagJ1B/nw2N8qJ1T/noLeMfVd5AVAhDkjCXX+Pg+8DwKtsuKUjVjAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T20:48:07.980986Z"},"content_sha256":"de810fead758f1ba37fb61689926ea2eb1e28c9884cc839ae45e43ee6dca0a17","schema_version":"1.0","event_id":"sha256:de810fead758f1ba37fb61689926ea2eb1e28c9884cc839ae45e43ee6dca0a17"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:6CNUV2HRIQCSTGXQPW45EUFQAP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bonan Li, Congying Han, Pingyu Wang, Tiande Guo, Xinmin Qiu, Xuecheng Nie, Zicheng Zhang","submitted_at":"2024-03-10T15:56:55Z","abstract_excerpt":"Developing blind video deflickering (BVD) algorithms to enhance video temporal consistency, is gaining importance amid the flourish of image processing and video generation. However, the intricate nature of video data complicates the training of deep learning methods, leading to high resource consumption and instability, notably under severe lighting flicker. This underscores the critical need for a compact representation beyond pixel values to advance BVD research and applications. Inspired by the classic scale-time equalization (STE), our work introduces the histogram-assisted solution, call"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.06243","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/2403.06243/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":"2026-07-05T07:54:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8djDCfUufmlmSSWQqHxabw29+1W70uDcyVlnr1r1r7fA2taRearTkG+Z++s8PO1YN5xrsbdzzI9IXG2NHYEiDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T20:48:07.981312Z"},"content_sha256":"5dc58e00a2ecc851c6e285e78f83d9c6d204531f63a607dd9e15690290ad98ea","schema_version":"1.0","event_id":"sha256:5dc58e00a2ecc851c6e285e78f83d9c6d204531f63a607dd9e15690290ad98ea"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6CNUV2HRIQCSTGXQPW45EUFQAP/bundle.json","state_url":"https://pith.science/pith/6CNUV2HRIQCSTGXQPW45EUFQAP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6CNUV2HRIQCSTGXQPW45EUFQAP/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":"2026-08-19T20:48:07Z","links":{"resolver":"https://pith.science/pith/6CNUV2HRIQCSTGXQPW45EUFQAP","bundle":"https://pith.science/pith/6CNUV2HRIQCSTGXQPW45EUFQAP/bundle.json","state":"https://pith.science/pith/6CNUV2HRIQCSTGXQPW45EUFQAP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6CNUV2HRIQCSTGXQPW45EUFQAP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:6CNUV2HRIQCSTGXQPW45EUFQAP","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":"c54b55c9e8e97d291864f592ba237e8693c3488e3a81c6cefcc5f5d58bf49645","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-10T15:56:55Z","title_canon_sha256":"cce2544068e55043768ba0af27c25e6ebfa5302eea5e36626b60816279e9fce2"},"schema_version":"1.0","source":{"id":"2403.06243","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.06243","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"arxiv_version","alias_value":"2403.06243v1","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.06243","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"pith_short_12","alias_value":"6CNUV2HRIQCS","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"pith_short_16","alias_value":"6CNUV2HRIQCSTGXQ","created_at":"2026-07-05T07:54:21Z"},{"alias_kind":"pith_short_8","alias_value":"6CNUV2HR","created_at":"2026-07-05T07:54:21Z"}],"graph_snapshots":[{"event_id":"sha256:5dc58e00a2ecc851c6e285e78f83d9c6d204531f63a607dd9e15690290ad98ea","target":"graph","created_at":"2026-07-05T07:54:21Z","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/2403.06243/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Developing blind video deflickering (BVD) algorithms to enhance video temporal consistency, is gaining importance amid the flourish of image processing and video generation. However, the intricate nature of video data complicates the training of deep learning methods, leading to high resource consumption and instability, notably under severe lighting flicker. This underscores the critical need for a compact representation beyond pixel values to advance BVD research and applications. Inspired by the classic scale-time equalization (STE), our work introduces the histogram-assisted solution, call","authors_text":"Bonan Li, Congying Han, Pingyu Wang, Tiande Guo, Xinmin Qiu, Xuecheng Nie, Zicheng Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-10T15:56:55Z","title":"BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.06243","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:de810fead758f1ba37fb61689926ea2eb1e28c9884cc839ae45e43ee6dca0a17","target":"record","created_at":"2026-07-05T07:54:21Z","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":"c54b55c9e8e97d291864f592ba237e8693c3488e3a81c6cefcc5f5d58bf49645","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-10T15:56:55Z","title_canon_sha256":"cce2544068e55043768ba0af27c25e6ebfa5302eea5e36626b60816279e9fce2"},"schema_version":"1.0","source":{"id":"2403.06243","kind":"arxiv","version":1}},"canonical_sha256":"f09b4ae8f14405299af07db9d250b003d354f42fcd02030f7e781da367914c4f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f09b4ae8f14405299af07db9d250b003d354f42fcd02030f7e781da367914c4f","first_computed_at":"2026-07-05T07:54:21.046701Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:54:21.046701Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5Ub0dfrdRQZ/9QmD8I0eEp6TW1H7H5rZHqAU9Yca3ofeN1jb8uLMuAJwh5vo5qt2Btqu/+8oiejLnOYJsqCJDw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:54:21.047141Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.06243","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:de810fead758f1ba37fb61689926ea2eb1e28c9884cc839ae45e43ee6dca0a17","sha256:5dc58e00a2ecc851c6e285e78f83d9c6d204531f63a607dd9e15690290ad98ea"],"state_sha256":"c8bbe40a7e84b693231f64d26c0eb3d2f4ef0aae0902bd84ac24124b8aeb7e99"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"O3edunH3/ZKLjI+1CBdbEUCWHeZa2LyIhYh4mVFMRVltV7iBD6kBOQ+UozIpT9vvzwyAt6thq6DECHLFPxFgDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-19T20:48:07.984399Z","bundle_sha256":"728b6939920424562e3ed7f6956da7a6d21bf139c4eebcdf58e735a87f7eebe6"}}