{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:UJHNRKYF7KP6R25AS5VYSFQFOD","short_pith_number":"pith:UJHNRKYF","schema_version":"1.0","canonical_sha256":"a24ed8ab05fa9fe8eba0976b89160570ccb944eac7f64f8defe31bc6a179fd53","source":{"kind":"arxiv","id":"2410.11828","version":1},"attestation_state":"computed","paper":{"title":"Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Jiawei Zhang, Ping Luo, Tianshui Chen, Wenping Wang, Xintao Wang, Ying Shan, Zhouxia Wang","submitted_at":"2024-10-15T17:53:25Z","abstract_excerpt":"Recent progress in blind face restoration has resulted in producing high-quality restored results for static images. However, efforts to extend these advancements to video scenarios have been minimal, partly because of the absence of benchmarks that allow for a comprehensive and fair comparison. In this work, we first present a fair evaluation benchmark, in which we first introduce a Real-world Low-Quality Face Video benchmark (RFV-LQ), evaluate several leading image-based face restoration algorithms, and conduct a thorough systematical analysis of the benefits and challenges associated with e"},"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":"2410.11828","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-15T17:53:25Z","cross_cats_sorted":[],"title_canon_sha256":"d0dfe476cd5f535bd38bd0b5092d0ef552d99afb3f5f602233ba9233719ec640","abstract_canon_sha256":"1e9a2dcd8466078b80e8a8b9a93a5708b5f69df07f9a2fc0edb084ec9d2dfaff"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:20:59.507431Z","signature_b64":"ATZeYwiUkx4TFfpzEGbITHApWdRwShQR/cTks5bBbuG/O6c0zMVLsb99qGikOWz/XRGxsIZOxyI3xEyUMEsfDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a24ed8ab05fa9fe8eba0976b89160570ccb944eac7f64f8defe31bc6a179fd53","last_reissued_at":"2026-07-05T09:20:59.506910Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:20:59.506910Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Jiawei Zhang, Ping Luo, Tianshui Chen, Wenping Wang, Xintao Wang, Ying Shan, Zhouxia Wang","submitted_at":"2024-10-15T17:53:25Z","abstract_excerpt":"Recent progress in blind face restoration has resulted in producing high-quality restored results for static images. However, efforts to extend these advancements to video scenarios have been minimal, partly because of the absence of benchmarks that allow for a comprehensive and fair comparison. In this work, we first present a fair evaluation benchmark, in which we first introduce a Real-world Low-Quality Face Video benchmark (RFV-LQ), evaluate several leading image-based face restoration algorithms, and conduct a thorough systematical analysis of the benefits and challenges associated with e"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.11828","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/2410.11828/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":"2410.11828","created_at":"2026-07-05T09:20:59.506975+00:00"},{"alias_kind":"arxiv_version","alias_value":"2410.11828v1","created_at":"2026-07-05T09:20:59.506975+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.11828","created_at":"2026-07-05T09:20:59.506975+00:00"},{"alias_kind":"pith_short_12","alias_value":"UJHNRKYF7KP6","created_at":"2026-07-05T09:20:59.506975+00:00"},{"alias_kind":"pith_short_16","alias_value":"UJHNRKYF7KP6R25A","created_at":"2026-07-05T09:20:59.506975+00:00"},{"alias_kind":"pith_short_8","alias_value":"UJHNRKYF","created_at":"2026-07-05T09:20:59.506975+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/UJHNRKYF7KP6R25AS5VYSFQFOD","json":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD.json","graph_json":"https://pith.science/api/pith-number/UJHNRKYF7KP6R25AS5VYSFQFOD/graph.json","events_json":"https://pith.science/api/pith-number/UJHNRKYF7KP6R25AS5VYSFQFOD/events.json","paper":"https://pith.science/paper/UJHNRKYF"},"agent_actions":{"view_html":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD","download_json":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD.json","view_paper":"https://pith.science/paper/UJHNRKYF","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2410.11828&json=true","fetch_graph":"https://pith.science/api/pith-number/UJHNRKYF7KP6R25AS5VYSFQFOD/graph.json","fetch_events":"https://pith.science/api/pith-number/UJHNRKYF7KP6R25AS5VYSFQFOD/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD/action/timestamp_anchor","attest_storage":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD/action/storage_attestation","attest_author":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD/action/author_attestation","sign_citation":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD/action/citation_signature","submit_replication":"https://pith.science/pith/UJHNRKYF7KP6R25AS5VYSFQFOD/action/replication_record"}},"created_at":"2026-07-05T09:20:59.506975+00:00","updated_at":"2026-07-05T09:20:59.506975+00:00"}