{"as_of":"2026-08-05T12:27:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e2969fde7a34c2057f669a66c2aad2713d947bd9a11b5fa84a71d4cb0cd5c413","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-24T20:39:34.612946Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+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/1907.07408/citation-record","integrity":"/paper/1907.07408/integrity","json":"/paper/1907.07408/citation-record.json","paper":"/paper/1907.07408"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Brightness preserving histogram equalization with maximum entropy: a variational perspective","venue":null,"work_id":"3245f02d-c74a-4522-b9e9-d8e0b6b34f36","year":2005},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:bd5e6b3c7f9d1fe9651e5f1ba23645f6fc4c52b6b1e04b8cc566272d01d60c9f","observation_id":"43e82c2b-e71d-4724-b619-19e82ad2730c","resolution":{"observed_at":"2026-05-24T20:39:54.001977Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Brightness preserving dynamic fuzzy histogram equalization","venue":null,"work_id":"781232d0-2ad2-4bff-86e6-946d076d116b","year":2010},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:8e1450c541fa347d7e3de5d849319e5cbcf61f9f87db8a5302e5e74edc6489e7","observation_id":"e03850fe-a28f-4189-9547-41df88d7dbfa","resolution":{"observed_at":"2026-05-24T20:39:54.135092Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Lime: Low-light image enhancement via illumination map estimation","venue":null,"work_id":"1380117b-0195-49e8-b4f1-4b8967227fb3","year":2017},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:4eb0e3e838e3cbfecfe485f982f1608d04e00f9d7a396f27a21099c1c5ce87a3","observation_id":"4b2b70a2-8230-4fcd-bdb1-a7bfbc5b4688","resolution":{"observed_at":"2026-05-24T20:39:54.146898Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"High-quality exposure correction of underexposed photos","venue":null,"work_id":"5535ccab-a4ed-4257-a863-3727cb90aa66","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:1b5209fe1b1f9d4c2fb5a0e1689e1227e5c2c3f8f3b80d515b0dd8f63e706694","observation_id":"1079bbb1-ddcc-4554-8df8-2e75effffcd4","resolution":{"observed_at":"2026-05-24T20:39:54.155172Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Structure-revealing low- light image enhancement via robust retinex model","venue":null,"work_id":"9b803602-9e92-41bf-a5c4-b39246b2cb18","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:3ee6ad06c9a6f5bc7b510c296407791554c6f4e7249a6c7cc05488d56b7c00f8","observation_id":"91f63bc5-e5c1-4f16-9a0e-2ad8b57d37ed","resolution":{"observed_at":"2026-05-24T20:39:54.138847Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep bilateral learning for real-time image enhancement","venue":null,"work_id":"51d124bc-9999-4951-9c8d-bb59d5b5e53e","year":2017},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:50057e2638b2f67a05830d99e79aa6d6b43044f699e83b8cb29814434983b7ff","observation_id":"e9046429-7b8c-4610-9ffe-c3d58fcfdd5a","resolution":{"observed_at":"2026-05-24T20:39:54.159234Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep retinex decomposition for low-light enhancement","venue":null,"work_id":"b8896a5e-7c12-4523-9cba-c60e7550310c","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:16636c823a70ff8497f78b33cc0d8854b2541f9e9aed8796b067f164afc4bcde","observation_id":"77ef1691-199e-4ef0-9200-b89315700534","resolution":{"observed_at":"2026-05-24T20:39:54.142713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A simple and effective histogram equalization approach to image enhancement","venue":null,"work_id":"740c907f-4f99-4ab2-b6aa-dd408ffb7974","year":2004},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:e2a88017e68720ba18ba75a19fdbf398f6a8942e55a5b9e2015df5f6778659d3","observation_id":"0ed59154-7a0e-4cf7-b07e-fb3095aa1318","resolution":{"observed_at":"2026-05-24T20:39:54.131033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Multi- histransactions on graphicsram equalization methods for contrast en- hancement and brightness preserving","venue":null,"work_id":"5cd75d41-a684-443f-8b96-ca059ee97454","year":2011},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:38f7455b591afa5988a40ae327a7fdce852e58d76b65950fef68834f243c8e4d","observation_id":"27ff89d6-9014-4ab1-a7b3-afd2a3dda3c0","resolution":{"observed_at":"2026-05-24T20:39:54.105136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Contrast enhancement using a weighted histransactions on graphicsram equalization","venue":null,"work_id":"430730e5-0d88-4f76-b25c-de6374bc8f2d","year":2011},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:a0f22a3f4b7c640c75022765c4f910f8bd7f59083e855ce41d5bc6d4630ee680","observation_id":"84147eab-22e0-4b2b-8529-ae4d539e4d8f","resolution":{"observed_at":"2026-05-24T20:39:54.026296Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"McCann, Retinex Theory","venue":null,"work_id":"67f263cf-4339-436f-b220-34cd7b790289","year":2016},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:f9c51b11bafad32e9b7987fef42647859747cb92ba2b6a8679f9ae7748439635","observation_id":"b8c1e8ee-429b-400d-9ac3-8c7a4e0677c4","resolution":{"observed_at":"2026-05-24T20:39:54.116362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A joint intrinsic- extrinsic prior model for retinex","venue":null,"work_id":"920494d8-f54b-4d8a-9915-ff25874acb43","year":2017},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:db03767849a8f291320e396b660567b67976e2600c056857664c10375e9f841b","observation_id":"3c297db2-4f39-415c-82eb-7b493b3ef6d8","resolution":{"observed_at":"2026-05-24T20:39:54.022397Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Lightness and retinex theory","venue":null,"work_id":"a622f470-28fb-4986-aeb2-19936a39422c","year":1971},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:0566d54ffab4b03591b0ee5a3c94b9fffca639263037a07babe1feb6aff371d8","observation_id":"b2ee09d8-963a-4939-b395-aff7ce111a22","resolution":{"observed_at":"2026-05-24T20:39:54.090341Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A variational framework for retinex","venue":null,"work_id":"5f3cdf9d-f141-4616-b0cb-1d5769ebdcea","year":2003},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:a2defe6245a676b316d2c459cbbcec612c379364a8da25a9f451c10b6cf23020","observation_id":"918fe999-982e-4eb3-9b99-a7913742a261","resolution":{"observed_at":"2026-05-24T20:39:54.093815Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A total variation model for retinex","venue":null,"work_id":"cd87789f-96cf-4e3e-bdd7-9dc97c274490","year":2011},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:8f48367b45e6487abba5c272d346c467a7e9286424485475f21676cab48e280f","observation_id":"c9bddbd7-bad5-405d-a4c0-015fd403d7f8","resolution":{"observed_at":"2026-05-24T20:39:54.086833Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A prob- abilistic method for image enhancement with simultaneous illumination and reﬂectance estimation","venue":null,"work_id":"414eded0-0d43-4a3f-8208-f866d3236670","year":2015},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:926ec84d25c67a0196d80c5d0fb40b49b131fa4e2b72d52a0306bfdfeb891f28","observation_id":"611cce17-1cce-4846-aa93-5d359d79b7a5","resolution":{"observed_at":"2026-05-24T20:39:54.006109Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A weighted vari- ational model for simultaneous reﬂectance and illumination estimation","venue":null,"work_id":"0960c7d4-04be-47f1-8af7-df2807f98c98","year":2016},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:87fe6616a9a8971a0c5ea0719a3d355fc53f83f41731be6be8a3f7399ec5fc10","observation_id":"775db548-9976-4b87-b9e9-29e40b17b78c","resolution":{"observed_at":"2026-05-24T20:39:54.018780Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep image prior","venue":null,"work_id":"7331d9eb-7ffd-47a3-8cf2-f9f95b6eb0db","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:228983f156d56f952bc2f8a0d8c666c37c9030bd70909bdeee6618b99f257972","observation_id":"b46c163f-efdb-4d1e-a123-a7ff909c4340","resolution":{"observed_at":"2026-05-24T20:39:54.063998Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Accurate image super-resolution using very deep convolutional networks","venue":null,"work_id":"63b233a2-f511-45e5-9102-126558caa58c","year":2016},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:8dea2d303371e7fc016bc619c09397bb996dd879f9662f59c5843d9899aa4cbd","observation_id":"83fe134b-592c-4f95-bb71-0e250ac28c10","resolution":{"observed_at":"2026-05-24T20:39:54.034053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Residual dense network for image super-resolution","venue":null,"work_id":"29602df4-e3d2-4d23-8b09-7d9df9f1f3b4","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:f489048b27fc74d9784525779951a6e89a5848d0b4e6b684514a9a6b071cd715","observation_id":"7596f5b9-db90-4eb7-a2ff-e76646c81100","resolution":{"observed_at":"2026-05-24T20:39:54.127407Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Proximal alternating direction network: A globally converged deep unrolling framework","venue":null,"work_id":"3412da1f-ce4e-447d-9987-9f213a7fb892","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:ee013369e7c57449029ee31726018e8403a7e5836a689f754a802a277f27571f","observation_id":"9d22fda9-8e6d-4cee-9ea1-0f135bb10b7d","resolution":{"observed_at":"2026-05-24T20:39:54.030178Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Learning collaborative generation correction modules for blind image deblurring and beyond","venue":null,"work_id":"f379e4c8-5ba3-40ea-83f0-3882c72827b6","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:45959a2b7ac213a328648505b4c20a5da0af717cf83bbde83d971d0445f9585a","observation_id":"7d5f1adf-ccef-4f74-afcc-143eb837a4b3","resolution":{"observed_at":"2026-05-24T20:39:54.067649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Aod-net: All-in-one dehazing network","venue":null,"work_id":"62bcd1f9-f439-4342-8432-bfb548fba50c","year":2017},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:29b7f45825edfce456e3300d3f874a1ee0fb197510632ffa8b8ef9006fd159d4","observation_id":"091e3a20-d3d5-4d68-9ec3-e662525fe599","resolution":{"observed_at":"2026-05-24T20:39:54.150982Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Learning converged prop- agations with deep prior ensemble for image enhancement","venue":null,"work_id":"a4219c6d-c555-4a06-851c-fedc8dea7b13","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:c4216c309aa7399922ac1f5911a4ea69011064438916fceb1bfcb4f501018da1","observation_id":"abb01c4b-ced6-4b17-835d-c3198eeafdb0","resolution":{"observed_at":"2026-05-24T20:39:54.071637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep proximal unrolling: Algorithmic framework, convergence analysis and applications","venue":null,"work_id":"0e36b7f6-4529-4466-bf04-778f4869ba81","year":2019},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:592ead9fb756bdbb7ee75bec39b391e0e395500debffb89258ac70cb4d01b24c","observation_id":"3df4c36b-569e-429a-9fbe-d3b561e22bb0","resolution":{"observed_at":"2026-05-24T20:39:54.075520Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"On the convergence of learning-based iterative methods for nonconvex inverse problems","venue":null,"work_id":"bd314f61-1b68-4727-8a55-f0f4bcd2e9fe","year":2019},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:244e2ccae46e099cb0966840e062d8653c4eaf7ecec11f261d28288ec4482b79","observation_id":"9af0e76e-1504-4921-98b5-251dbb2c46ba","resolution":{"observed_at":"2026-05-24T20:39:54.101406Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Llnet: A deep autoencoder approach to natural low-light image enhancement","venue":null,"work_id":"a06d3dd0-1c4a-4189-b516-a2ca11d38b95","year":2017},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:30e394a3f566b0055b5fb348406599ab77d67c4ec0899265f7a61ac2110cf4ee","observation_id":"2e4a8bf4-1529-4ae7-9937-9b4949d40d9c","resolution":{"observed_at":"2026-05-24T20:39:54.079374Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Learning a deep single image contrast enhancer from multi-exposure images","venue":null,"work_id":"5ad183eb-639d-4140-9e03-23cff55265d2","year":2049},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:791f0aa3ffed1e3caf218179da7b2b2b339545d0c4edc4765738a58f0896f905","observation_id":"0fd894f8-ae8f-48ee-b2ff-952de6907e24","resolution":{"observed_at":"2026-05-24T20:39:54.123568Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Kindling the darkness: A practical low-light image enhancer","venue":null,"work_id":"8da17d8a-474d-489f-aefb-7d8f7d98b608","year":2019},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:e4c8a122681e3399b28be66f02b45627c1de90f623c068afdc5532b617c21b4e","observation_id":"e6b12a5c-d7e5-450b-8bbe-6658142e6229","resolution":{"observed_at":"2026-05-24T20:39:54.037960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Fields of experts","venue":null,"work_id":"4f8beb9d-ff3d-4365-8a58-34f187b9cd6b","year":2009},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:96be45a740ccc3a8829b6137a75e1fd8aad334aba0755126bd167f31a8d1499e","observation_id":"dcd4557f-69c4-4934-891a-745e615684fc","resolution":{"observed_at":"2026-05-24T20:39:54.049434Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Poynton, Digital video and HD: Algorithms and Interfaces","venue":null,"work_id":"9ab01e61-4697-4310-bc8a-bb8ff3b2f7d2","year":2012},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:455343cd73e8ae1a29cf7d12194f4243eec77c6063bd33f08acc7e974035a353","observation_id":"c2591897-4075-41f4-8d91-fc99df76c351","resolution":{"observed_at":"2026-05-24T20:39:54.014282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Imagenet classiﬁcation with deep convolutional neural networks","venue":null,"work_id":"2bf89c47-9bbf-4398-a7cd-fea97548ae4b","year":2012},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:58b27a540efce4ee58c831f576b5a513e9af6b55993ac60546aefca32083f72f","observation_id":"3cdda648-58f2-4a2e-8f56-cfa68f24dcb4","resolution":{"observed_at":"2026-05-24T20:39:54.045383Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Making a completely blind image quality analyzer","venue":null,"work_id":"9477a513-1106-447d-b234-ad77702c95f6","year":2013},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:99591bda2c4455fcfedbdeb374ca0ed0c3859018f6d77fc7d2b46650b8da515b","observation_id":"b4a6a7d8-d23b-4495-a8b0-77eee055300a","resolution":{"observed_at":"2026-05-24T20:39:54.119991Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1804.02767","last_updated":"2018-04-08T22:27:57Z","snapshot_observed_at":"2026-08-03T07:14:36.699933Z","submitted_at":"2018-04-08T22:27:57Z","title":"YOLOv3: An Incremental Improvement","version":1},"cited_work":{"arxiv_id":"1804.02767","doi":"10.48550/arxiv.1804.02767","metadata_source":"pith","pith_arxiv_id":"1804.02767","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"YOLOv3: An Incremental Improvement","venue":"cs.CV","work_id":"d737b3cc-9bd1-43d6-8310-c91e64b510f7","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"cited_paper":"/paper/1804.02767","citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:136bfef252ca1dbc09c221de61181e65fc750fbbe7cdc93f6d69bd96f69c088c","observation_id":"ebaef2f0-3572-4c08-9176-2956bbf8ad9f","resolution":{"observed_at":"2026-05-24T20:39:53.781884Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-07-12T23:51:10.097273+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-12T23:51:10.097273+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Retinex processing for automatic image enhancement","venue":null,"work_id":"3575a3e4-defb-488b-9dd7-1ba523919744","year":2004},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:0ed27ee366e420b13f60fe228d9488fbb309638848759fddd5facaf4a2e886d3","observation_id":"8c4de46c-537e-47c3-8327-9e081b006eba","resolution":{"observed_at":"2026-05-24T20:39:54.041733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Globally optimized linear windowed tone mapping","venue":null,"work_id":"e705d13c-dd93-4e07-9faf-869c8166dc8f","year":2010},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:920c87019825b762b95823d396c233f4c043dfdd4327da8ca984bf519e360907","observation_id":"f0dd520a-60fc-42e0-8e7f-d63bee769768","resolution":{"observed_at":"2026-05-24T20:39:54.097636Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Naturalness preserved enhancement algorithm for non-uniform illumination images","venue":null,"work_id":"0114eba2-cdf0-4ba6-84e6-e1d52af6e87c","year":2013},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:9ed464711a5b469cdeb3189825595b62a3e5207aaa1f435a6f26235e3736e99f","observation_id":"f0b3c0f2-cd09-4d6c-9af4-a429a2b75495","resolution":{"observed_at":"2026-05-24T20:39:54.057235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Burst photography for high dynamic range and low-light imaging on mobile cameras","venue":null,"work_id":"8b1eefd1-b256-4505-8185-7523f38eba81","year":2016},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:f7d1fde684f4db515149ac135d7b10834b4950b44954c64f86ca9d56d2897e40","observation_id":"01c6d628-223c-47f6-9d0e-57399bbd7157","resolution":{"observed_at":"2026-05-24T20:39:54.053499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Wider face: A face detection benchmark","venue":null,"work_id":"75674a66-318c-4fbd-8dcc-7dce8bbd4b23","year":2016},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:bf07ef5e37697d03d85512e903943940b760d4e0826e97b41c6672d36c235db3","observation_id":"28e1e68a-a3d2-44d9-8330-36f8ff584cb3","resolution":{"observed_at":"2026-05-24T20:39:54.060915Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"On the duality between retinex and image dehazing","venue":null,"work_id":"460278e3-a203-44a6-9870-cdef69626f09","year":2018},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:d31f611f05be7f01b1f5bc1f4b965759134bbc284dcca6879b4b22a7cc45efbc","observation_id":"854b67b2-b882-4fa4-be5f-d6bb222a08b0","resolution":{"observed_at":"2026-05-24T20:39:54.010375Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Single image haze removal using dark channel prior","venue":null,"work_id":"6442effa-ac36-47d2-af43-2ed7b879727b","year":2011},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:8dbe0cda6666047abb87ea75fcc50b8ac9549dee21ca6353be796bb37b4b577f","observation_id":"9abc624f-8b80-4dab-8076-6ed65e451532","resolution":{"observed_at":"2026-05-24T20:39:54.083135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Non-local image dehazing","venue":null,"work_id":"0e7731aa-cbab-445b-8948-1bf12fbfcbdb","year":2016},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:3933ea262d16442113e63dc9ea494145d64e428bda504914ba04cd0d23b6da31","observation_id":"1e5ed632-2904-4ddc-869d-78b7f08fdbe7","resolution":{"observed_at":"2026-05-24T20:39:54.108852Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"6ceaae57-2346-49f9-a104-fdb09b155637","year":null},"citing_paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-24T20:39:34.612946Z"},"links":{"citing_paper":"/paper/1907.07408"},"observation_digest":"sha256:ed7d77ed48fa3fec8ce32d7a78324ff74eb4568c69522f94442862805f7f4668","observation_id":"204cbc06-f66f-45cd-8f04-5a507488f3f8","resolution":{"observed_at":"2026-05-24T20:39:54.112746Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"1907.07408","last_updated":"2019-07-17T09:27:05Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-01T23:36:02.933729Z","submitted_at":"2019-07-17T09:27:05Z","title":"Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":1,"verified_fuzzy":41},"total_outbound_references":43},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:1907.07408."}