{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:XB4GAIT6JRT4JL3ABOMRDG2PQR","short_pith_number":"pith:XB4GAIT6","schema_version":"1.0","canonical_sha256":"b87860227e4c67c4af600b99119b4f84703c42fc74466b0a83bcf5f3c1260fb1","source":{"kind":"arxiv","id":"2408.09130","version":2},"attestation_state":"computed","paper":{"title":"Gaussian in the Dark: Real-Time View Synthesis From Inconsistent Dark Images Using Gaussian Splatting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Sheng Ye, Yong-jin Liu, Yubin Hu, Yu-Hui Wen, Zhen-Hui Dong","submitted_at":"2024-08-17T08:05:09Z","abstract_excerpt":"3D Gaussian Splatting has recently emerged as a powerful representation that can synthesize remarkable novel views using consistent multi-view images as input. However, we notice that images captured in dark environments where the scenes are not fully illuminated can exhibit considerable brightness variations and multi-view inconsistency, which poses great challenges to 3D Gaussian Splatting and severely degrades its performance. To tackle this problem, we propose Gaussian-DK. Observing that inconsistencies are mainly caused by camera imaging, we represent a consistent radiance field of the ph"},"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":"2408.09130","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-17T08:05:09Z","cross_cats_sorted":[],"title_canon_sha256":"99f12a050b7cb62e3dae7353211ff4592802e3c42dc9f321b90584247a9c2d42","abstract_canon_sha256":"3340bc70d57086c164875a94131532b9cdd08602685d81274899fd952032c75e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:57:06.964330Z","signature_b64":"yiC21DWd44f4jjEHs2R3dgxRbOm5syznl1h+HYHWFrygm4YUwNCcwHU877j3QN2fxfpEDOpU7HOEJFgvjVUKAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b87860227e4c67c4af600b99119b4f84703c42fc74466b0a83bcf5f3c1260fb1","last_reissued_at":"2026-07-05T08:57:06.963899Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:57:06.963899Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Gaussian in the Dark: Real-Time View Synthesis From Inconsistent Dark Images Using Gaussian Splatting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Sheng Ye, Yong-jin Liu, Yubin Hu, Yu-Hui Wen, Zhen-Hui Dong","submitted_at":"2024-08-17T08:05:09Z","abstract_excerpt":"3D Gaussian Splatting has recently emerged as a powerful representation that can synthesize remarkable novel views using consistent multi-view images as input. However, we notice that images captured in dark environments where the scenes are not fully illuminated can exhibit considerable brightness variations and multi-view inconsistency, which poses great challenges to 3D Gaussian Splatting and severely degrades its performance. To tackle this problem, we propose Gaussian-DK. Observing that inconsistencies are mainly caused by camera imaging, we represent a consistent radiance field of the ph"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.09130","kind":"arxiv","version":2},"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/2408.09130/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":"2408.09130","created_at":"2026-07-05T08:57:06.963954+00:00"},{"alias_kind":"arxiv_version","alias_value":"2408.09130v2","created_at":"2026-07-05T08:57:06.963954+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.09130","created_at":"2026-07-05T08:57:06.963954+00:00"},{"alias_kind":"pith_short_12","alias_value":"XB4GAIT6JRT4","created_at":"2026-07-05T08:57:06.963954+00:00"},{"alias_kind":"pith_short_16","alias_value":"XB4GAIT6JRT4JL3A","created_at":"2026-07-05T08:57:06.963954+00:00"},{"alias_kind":"pith_short_8","alias_value":"XB4GAIT6","created_at":"2026-07-05T08:57:06.963954+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/XB4GAIT6JRT4JL3ABOMRDG2PQR","json":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR.json","graph_json":"https://pith.science/api/pith-number/XB4GAIT6JRT4JL3ABOMRDG2PQR/graph.json","events_json":"https://pith.science/api/pith-number/XB4GAIT6JRT4JL3ABOMRDG2PQR/events.json","paper":"https://pith.science/paper/XB4GAIT6"},"agent_actions":{"view_html":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR","download_json":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR.json","view_paper":"https://pith.science/paper/XB4GAIT6","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2408.09130&json=true","fetch_graph":"https://pith.science/api/pith-number/XB4GAIT6JRT4JL3ABOMRDG2PQR/graph.json","fetch_events":"https://pith.science/api/pith-number/XB4GAIT6JRT4JL3ABOMRDG2PQR/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR/action/storage_attestation","attest_author":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR/action/author_attestation","sign_citation":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR/action/citation_signature","submit_replication":"https://pith.science/pith/XB4GAIT6JRT4JL3ABOMRDG2PQR/action/replication_record"}},"created_at":"2026-07-05T08:57:06.963954+00:00","updated_at":"2026-07-05T08:57:06.963954+00:00"}