{"as_of":"2026-08-23T04:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9bcd7c2c1fed0d370e6b324b634223a4552d48abf23b2e348fe28b7304f3eab2","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T17:10:50.030848Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-22T06:32:14.747728+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2502.05995/citation-record","integrity":"/paper/2502.05995/integrity","json":"/paper/2502.05995/citation-record.json","paper":"/paper/2502.05995"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.627712Z","title":null,"venue":null,"work_id":"12a95114-3f9d-4903-abb3-ba8f9995971d","year":2020},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.864777Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:6ae2b5ea64cdebc719fd026e1e929f4f993a2d6af5d473ebc597361af47173dd","observation_id":"db158124-3f64-416a-b8de-6ffc1600e325","resolution":{"observed_at":"2026-08-08T17:10:50.632139Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.613529Z","title":"Brubaker, and Michael S","venue":null,"work_id":"ea1e23a6-d46b-40d5-841e-a0e629b81014","year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.869219Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:c4b657816943efae911155b4ee152ddd8142bdefc46d0d237af2969ba4eb24ad","observation_id":"5ec709d5-5162-45f7-a7a8-0a9466eec7d4","resolution":{"observed_at":"2026-08-08T17:10:50.618700Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.600821Z","title":"Flash and storm: Fast and highly practical tone mapping based on naka-rushton equation","venue":null,"work_id":"0b8521b9-fb8c-4925-a082-6cbe7af52817","year":2018},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.873075Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:7308a7d5d64da6ede172b6be48ab8b82ae9e4e5bdeee0ab0124b49ab660e18dd","observation_id":"7d44e23d-db2f-44f0-8222-9ce07328fa4b","resolution":{"observed_at":"2026-08-08T17:10:50.604651Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.579002Z","title":"Unsupervised learning for color constancy, 2019","venue":null,"work_id":"3c9d0ed0-eb66-45a1-937a-e9b519a1cba8","year":2019},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.877758Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:a01dcffc5534531327aec8843881c46869b19301c00712804db6f462d2a538f5","observation_id":"dc6988dc-e069-4eea-886f-e71e77820b79","resolution":{"observed_at":"2026-08-08T17:10:50.584071Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.563727Z","title":"Quasi-unsupervised color constancy","venue":null,"work_id":"59d7ba02-aaf2-430f-a17c-23e621cf732f","year":2019},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.882283Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:0d34c565e93557c48892aefeb0feefc0dc4753aeaacc3d95bad43d35c1e94406","observation_id":"4c866118-3345-4067-8dc4-6cb5aac5616d","resolution":{"observed_at":"2026-08-08T17:10:50.567948Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.548463Z","title":null,"venue":null,"work_id":"f8fb2d15-366c-4413-805e-7818c0b8ff0b","year":2006},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.886339Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:6bc4c28058ba60261414156dcf4a3732d47474a7a3c4f6be33ae20b5767345c0","observation_id":"896e0079-7898-4f11-81a7-b2d0f44059b3","resolution":{"observed_at":"2026-08-08T17:10:50.552173Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.534586Z","title":"A spatial processor model for object colour perception","venue":null,"work_id":"d6adfa97-0de9-4445-adfe-2e810c35ac0a","year":1980},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.891030Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:4405dfb24ae5ed193fed81fc672037afc31bc98bc8bb2139c9d7de559a2866da","observation_id":"610a4696-e33a-4a37-97b8-c28913160e69","resolution":{"observed_at":"2026-08-08T17:10:50.539296Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.521720Z","title":"Learning to see in the dark, 2018","venue":null,"work_id":"c49556d0-e5c4-424b-bae4-fae09bb842fe","year":2018},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.894555Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:ec97453338f039d4645bc4b46f11e37ca3f7c41b966e190d0194d4f3c8c153fc","observation_id":"380ca508-b79d-439e-b491-3650ac1dd265","resolution":{"observed_at":"2026-08-08T17:10:50.525459Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.508299Z","title":"Prasad, and Michael S","venue":null,"work_id":"099094b5-34b4-43e9-abe5-8be54dc59956","year":2014},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.898163Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:8ae93193bb3a9a55a1fe27796ccdd4ad3b42b5d20974d1a38106240cb83be623","observation_id":"e7f9d72d-a1db-421b-a98a-29b7e1586a3e","resolution":{"observed_at":"2026-08-08T17:10:50.513323Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.496221Z","title":"Learning enriched illuminants for cross and single sensor color constancy, 2022","venue":null,"work_id":"355b230c-7194-4a5e-8308-95261ba6d96c","year":2022},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.901792Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:ea30981cd5c53a8b8b7ea00afb419cbd8320a0055d9c54ee79c839a10e33bd89","observation_id":"6ead9354-89b9-4451-8875-06896adbf211","resolution":{"observed_at":"2026-08-08T17:10:50.500525Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.479852Z","title":"Image denoising by sparse 3-d transform-domain collaborative filtering","venue":null,"work_id":"ae6427b9-ac77-4199-aba1-6ee2f15e3105","year":2007},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.905257Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:3bd450a46cce8048b5036bc7d4594f2d1f2c6f99af4175f7ed43d0d8815cc220","observation_id":"e7ac59e3-8f32-4693-b748-376c2e2a16d0","resolution":{"observed_at":"2026-08-08T17:10:50.484523Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.465068Z","title":"Illumination estimation challenge: experience of past two years, 2020","venue":null,"work_id":"472a8ce2-e9dc-45cd-98be-380a5b78e373","year":2020},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.908853Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:6c0fd7fe08807b077dace675b5203b132311008bc95f469d2852714d3b90929e","observation_id":"fe8437ce-ddf6-4bb1-8695-6e9870ba61af","resolution":{"observed_at":"2026-08-08T17:10:50.469324Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.451093Z","title":"The cube++ illumination estimation dataset","venue":null,"work_id":"9dc924dd-5d3d-4015-9416-3c81cd5aea01","year":2020},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.912339Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:d4198afe99ee407e32cbffdbc55aae73e63d9241bc2cc414f46306881a9374d0","observation_id":"53ff40ab-708f-4db8-9033-fd12fcafb9ac","resolution":{"observed_at":"2026-08-08T17:10:50.455401Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.436059Z","title":"Bayesian color constancy revisited","venue":null,"work_id":"28c24674-8aee-48a0-886b-13760613b707","year":2008},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.916126Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:10c4a34142510c7c5bab4a5d9129b719a6fe95c4d8385960b80548960699f1b9","observation_id":"848a3f0a-6b46-483b-910c-60e873fea284","resolution":{"observed_at":"2026-08-08T17:10:50.441929Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.423402Z","title":"Barron, Samuel W","venue":null,"work_id":"3fe99fa9-c357-44b7-ae30-fceaa928f977","year":2017},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.919311Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:49f0b2d76d21fa0c7a7f4be0807be9624be55e2a4a20f9ee8568f870ce25586a","observation_id":"943720e3-6ce5-457d-90da-30dbd47b38c8","resolution":{"observed_at":"2026-08-08T17:10:50.428164Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:49.922855Z","title":"Deep residual learning for image recognition, 2015","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.922855Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:39dd0426b7d8334da3966d1b6ee47e14b319ba830bdb5ae90c1f2ce7e3f52776","observation_id":"d41fb8ff-d88d-4d73-96ec-d2f342efc50d","resolution":{"observed_at":"2026-08-08T17:10:49.922855Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1805.12262","last_updated":"2018-09-17T16:53:27Z","snapshot_observed_at":"2026-08-21T10:49:25.279105Z","submitted_at":"2018-05-30T23:41:17Z","title":"Rehabilitating the ColorChecker Dataset for Illuminant Estimation","version":3},"cited_work":{"arxiv_id":"1805.12262","doi":null,"metadata_source":"pith","pith_arxiv_id":"1805.12262","snapshot_observed_at":"2026-08-08T17:10:50.104453Z","title":"Rehabilitating the ColorChecker Dataset for Illuminant Estimation","venue":"cs.CV","work_id":"91bb68a7-e478-4732-9b4b-3cb98f809c45","year":2018},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.926650Z"},"links":{"cited_paper":"/paper/1805.12262","citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:3b4c760f660ede46ddb2b96360eaaba720bb06c2d5ae02b929ae33401bd8a5cb","observation_id":"c379f78a-82f7-4b60-8f61-866a3cb79797","resolution":{"observed_at":"2026-08-08T17:10:50.108410Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.404468Z","title":"A comprehensive survey of deep learning for image captioning","venue":null,"work_id":"6edbf532-f63a-4341-8913-e277b5c61e72","year":2019},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.930493Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:7f8ca01cf705b6ba49296e96e481020f523070ff4a841d5f20d167e0e56e2893","observation_id":"18fcf698-422e-4d3b-abd6-4557f295e4ab","resolution":{"observed_at":"2026-08-08T17:10:50.409044Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.392152Z","title":"Aim 2020 challenge on learned image signal processing pipeline, 2020","venue":null,"work_id":"375f1791-cb6a-4215-9964-7a10205aa151","year":2020},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.935500Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:f6509a98ad1ee68e4e863f65e82a384e4f50f7cc419242447b1dba6c2819a2bc","observation_id":"4ac2859b-e24b-4ad9-a728-e342ad68e3f9","resolution":{"observed_at":"2026-08-08T17:10:50.396048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:49.939301Z","title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift, 2015","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.939301Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:e7017e3d6489d236ee03e73f2eea47e930e655011eb459b5ffabea586ec2d486","observation_id":"493695e6-7b07-475b-937b-8b6b944a8348","resolution":{"observed_at":"2026-08-08T17:10:49.939301Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.372806Z","title":"Nighttime image enhancement based on image decomposition","venue":null,"work_id":"bafb797e-e552-464e-b195-9be9d68a3436","year":2019},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.942748Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:30eb7e02661b716a313121ffb33444d7943172219c293aa7844f47c443238aaf","observation_id":"26c313f2-55ab-4183-bfa6-aab6cd9d1f3b","resolution":{"observed_at":"2026-08-08T17:10:50.376569Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.360507Z","title":"A software platform for manipulating the camera imaging pipeline","venue":null,"work_id":"b4f81918-eeb9-4772-92e0-96645e66ab17","year":2016},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.946044Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:3e6b3aa5e420327d37736af31e87b7621857a7a9ec84fd2ff5d3dbf14df5576a","observation_id":"21631a9d-41e7-4932-ba49-fbcd5a6378ea","resolution":{"observed_at":"2026-08-08T17:10:50.364896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.348108Z","title":"A review on image enhancement with deep learning approach","venue":null,"work_id":"2d7bc595-f572-4c2b-b0f9-12faba817a42","year":2018},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.950329Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:b7e49b268ab97ce5c6927b27ef3d77dca58c3a5d2249cf944356c140f155f4aa","observation_id":"810145d1-7d10-4604-a902-dd5c1344b9ae","resolution":{"observed_at":"2026-08-08T17:10:50.352276Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.333933Z","title":"Restoring extremely dark images in real time","venue":null,"work_id":"976c68f8-9887-49d1-9b41-719c03d73768","year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.954637Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:b305f4b5b85e12f242ba61ebe7d9987e25766e64481c98f642321b59a2b4d080","observation_id":"15976ade-628e-4c78-b853-a7dd13165df3","resolution":{"observed_at":"2026-08-08T17:10:50.339068Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.322172Z","title":"Robust white balance estimation using joint attention and angular loss optimization","venue":null,"work_id":"80db67ce-355e-4241-89b7-c264bc265b42","year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.959165Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:c35e28991eb2c9f7e6f2e6ebf69e0548a94746692f254f9c4a290137d20b8a3f","observation_id":"6fb7ad32-7e38-411d-a5e5-c95f920ed327","resolution":{"observed_at":"2026-08-08T17:10:50.326136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2204.08329","last_updated":"2022-10-08T14:50:09Z","snapshot_observed_at":"2026-08-17T19:49:26.592711Z","submitted_at":"2022-04-18T14:14:09Z","title":"A Comprehensive Survey on Data-Efficient GANs in Image Generation","version":2},"cited_work":{"arxiv_id":"2204.08329","doi":null,"metadata_source":"pith","pith_arxiv_id":"2204.08329","snapshot_observed_at":"2026-08-08T17:10:50.087617Z","title":"A Comprehensive Survey on Data-Efficient GANs in Image Generation","venue":"cs.CV","work_id":"8541039f-5e8d-4257-8484-4ae59a1f1877","year":2022},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.963467Z"},"links":{"cited_paper":"/paper/2204.08329","citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:5c2b466bff119bdb3566a905f05ba143e3c3fd72eac3612242bbea542ecd9b7b","observation_id":"1591090e-af53-44d2-9dcc-e7aa81c9af98","resolution":{"observed_at":"2026-08-08T17:10:50.092399Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:49.968064Z","title":"Swinir: Image restoration using swin transformer, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.968064Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:96e190f41cfebb8dbc0cadfb02f584c5c535659140191998cf5d43cde1a3ade5","observation_id":"3c9f597e-d815-40c0-8f31-824f37f2421c","resolution":{"observed_at":"2026-08-08T17:10:49.968064Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:49.972017Z","title":"Swin transformer: Hierarchical vision transformer using shifted windows, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.972017Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:0ce169091ad4e93ce3dda0f3732dc6e06bfee3639b10e7ca19ce46480f6198b8","observation_id":"ea4d602e-9e8f-4838-bb5e-1a2824e47218","resolution":{"observed_at":"2026-08-08T17:10:49.972017Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:49.975618Z","title":"A convnet for the 2020s, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.975618Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:ccd34919a2398cbfa5e1441c2a77e92c45295ff79333a2036b1bb29747bd35ed","observation_id":"20096f89-6a4d-4149-833e-baecdf83a145","resolution":{"observed_at":"2026-08-08T17:10:49.975618Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.289418Z","title":"Demosaicing with directional filtering and a posteriori decision","venue":null,"work_id":"8e699966-d315-4006-a5f4-3f5feacb0ccf","year":2007},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.979564Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:a2348a2450672b89048938a254ba9ab7d7f23f8562b29bf808a727ab3f281325","observation_id":"6fdc49fc-aecc-4648-917f-801c7707fa8d","resolution":{"observed_at":"2026-08-08T17:10:50.293614Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.277774Z","title":"On finding gray pixels, 2019","venue":null,"work_id":"3e12e9da-e494-4078-92d9-11d6fef263cf","year":2019},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.983449Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:b92468e23ae07cfc10f9d347a3e077b6eb6898c805000ae196f32730e4eb0bf6","observation_id":"7c179d87-433e-4e39-a3ce-fd0868431049","resolution":{"observed_at":"2026-08-08T17:10:50.281893Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:49.986865Z","title":"U-net: Convolutional networks for biomedical image segmentation, 2015","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.986865Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:7c4f4bae0e1bf7d793fe816a654f1f1235d12911bf23f8f50b9c6c4e4507ff2c","observation_id":"18ef23a0-52a0-47f2-811f-1afa9908115d","resolution":{"observed_at":"2026-08-08T17:10:49.986865Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.255711Z","title":"Ntire 2023 challenge on night photography rendering","venue":null,"work_id":"ae915ea2-21df-4da1-bf94-52ae13d399c7","year":2023},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.990885Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:b6f3160e6eed01ddc43cfe86a0377fe802588f74592f44959016f8de48599bb7","observation_id":"cefc1be1-cfe4-4a53-82e3-6d393b850773","resolution":{"observed_at":"2026-08-08T17:10:50.260632Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.240404Z","title":"A survey of deep learning-based low-light image enhancement","venue":null,"work_id":"ac3bcc4f-579f-47ae-bdbf-fd59792b72f8","year":2023},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.994685Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:4f302337f12c8974e34df1828261ffe4e982416708731199c1eee11ec9bc9892","observation_id":"71daea10-31f7-42d1-8138-d356b105770b","resolution":{"observed_at":"2026-08-08T17:10:50.245449Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.228075Z","title":"Tomasi and R","venue":null,"work_id":"ff1c32e9-287c-4a29-80e5-b364b3fe67e8","year":1998},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:49.998161Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:90dcaa1d77279c1e319e1f71d851c45780d882176478ef16aecc7f95845fb3b0","observation_id":"229b00c7-cb28-4ffb-8392-8bc9b07afb1b","resolution":{"observed_at":"2026-08-08T17:10:50.232578Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.002062Z","title":"Instance normalization: The missing ingredient for fast stylization, 2017","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.002062Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:37adc6d674ac324b78e6051171d58ca031074c5237396ff30fdc445a112bd0a3","observation_id":"c7e0030b-fe59-4698-9a82-ed1af2d760a4","resolution":{"observed_at":"2026-08-08T17:10:50.002062Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.208993Z","title":"Unpaired learning for high dynamic range image tone mapping, 2021","venue":null,"work_id":"088baf6c-7873-42bc-82e6-04809c4a5b76","year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.005590Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:c6375f6988d37dde9f293d3945ed635564e2e9493d170dae89594cb9d57cae9e","observation_id":"04fb96d1-ae9e-4f38-9b17-3e018ce30bda","resolution":{"observed_at":"2026-08-08T17:10:50.213094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.195711Z","title":"An experiment-based review of low-light image enhancement methods","venue":null,"work_id":"998d690b-c321-45b6-a331-938bcd0e7e55","year":2020},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.009050Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:bea0f55d7aa35839784a4bf8a988d9e0e6547db36f493e39dff326712fa00ca1","observation_id":"eefcdb8c-cb3e-4858-a681-eb3f53a9b504","resolution":{"observed_at":"2026-08-08T17:10:50.201160Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.178779Z","title":"A trilateral weighted sparse coding scheme for real-world image denoising, 2018","venue":null,"work_id":"6c19c6e9-5c55-4c4a-8e08-0bd85913e5c4","year":2018},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.012574Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:814d0c6c224938ab19890d9e3073a007ddba98b92a83b6bd1886b4682888eda3","observation_id":"ea87a171-c33a-4af9-adb4-835c7782e57f","resolution":{"observed_at":"2026-08-08T17:10:50.187495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.164444Z","title":"A bio-inspired multi-exposure fusion framework for low-light image enhancement, 2017","venue":null,"work_id":"d6099143-6cfa-460d-b8b4-f41d02dff62a","year":2017},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.016140Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:db90634b334b7681a5767cd053d3e370150c4b74903de3034e381750b8e87942","observation_id":"c7f3a506-885d-4ee3-8e18-79600dbef0cd","resolution":{"observed_at":"2026-08-08T17:10:50.168825Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.143302Z","title":"Restormer: Efficient transformer for high-resolution image restoration, 2022","venue":null,"work_id":"70194e78-744c-4c2e-b02c-45d11e216d6a","year":2022},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.019515Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:309fc61a8d7dd28f0d2a917e4f6f64dc6805238681f08dffde20ae9b94f1b162","observation_id":"c7354c1a-0821-4905-9a14-cec70785bc9e","resolution":{"observed_at":"2026-08-08T17:10:50.148141Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2112.01766","last_updated":"2021-12-03T07:51:08Z","snapshot_observed_at":"2026-08-16T17:37:20.174843Z","submitted_at":"2021-12-03T07:51:08Z","title":"Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior","version":1},"cited_work":{"arxiv_id":"2112.01766","doi":null,"metadata_source":"pith","pith_arxiv_id":"2112.01766","snapshot_observed_at":"2026-08-08T17:10:50.065530Z","title":"Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior","venue":"cs.CV","work_id":"bb26af62-bbdd-40b5-a5dd-1eae90f4289a","year":2021},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.023067Z"},"links":{"cited_paper":"/paper/2112.01766","citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:a2541b7cd78334c18cb710d73a62b557495a9a5b2119ef5047a4b22ddcef7a8e","observation_id":"ca8586e6-563b-47b5-ab05-c8b3ca042b9b","resolution":{"observed_at":"2026-08-08T17:10:50.074165Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.127050Z","title":"Shallow camera pipeline for night photography rendering, 2022","venue":null,"work_id":"bb822a82-d18b-46c8-b92d-a0040c5b7f26","year":2022},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.027040Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:9daf0d2023b817eab5011192b38b5f431ea3c70ba0e5d6b25f085bfd90a07b25","observation_id":"941c913d-88b7-4ea0-a11d-18d4770765c2","resolution":{"observed_at":"2026-08-08T17:10:50.130990Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T17:10:50.115930Z","title":"Back to the future: a night photography rendering isp without deep learning","venue":null,"work_id":"a7eaf2c6-62fd-46f3-99e3-2ae52e42e3a9","year":2023},"citing_paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-08T17:10:50.030848Z"},"links":{"citing_paper":"/paper/2502.05995"},"observation_digest":"sha256:b15936acb1f396162aef07b8f9954dd41fe727adcf6c9d37117f089a811841da","observation_id":"b879be8c-5bbb-4b31-beba-ed72a1153993","resolution":{"observed_at":"2026-08-08T17:10:50.119527Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.05995","last_updated":"2025-02-09T18:59:11Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-17T13:42:39.789161Z","submitted_at":"2025-02-09T18:59:11Z","title":"A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":9,"verified_exact":3,"verified_fuzzy":32},"total_outbound_references":44},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2502.05995."}