{"as_of":"2026-08-09T20:36:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:7880b37cd668dde59c926e7c1923b2881cfb81f1574a5b3d384a168f5debc823","coverage":[{"denominator":79,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":79,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-31T23:22:28.579741Z","state":"measured"},{"denominator":79,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":79,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2607.24002/citation-record","integrity":"/paper/2607.24002/integrity","json":"/paper/2607.24002/citation-record.json","paper":"/paper/2607.24002"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:22:21.878949Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:21.878949Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:6c91572377ed70d1654c78608f5526c364ed283013af3d21038f447a30dfc1ab","observation_id":"f114e10b-b841-477e-9c07-70442d408586","resolution":{"observed_at":"2026-07-31T23:22:21.878949Z","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":"10.3390/s22145312","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Sensors","work_id":"d0e1f38d-29ce-4391-9cef-b2013a4e71b6","year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:21.961811Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:1d7a818a9681f3e869eb4895d7caffd4d180fe3f21ccca5e04888d33531309a5","observation_id":"23791b3f-5816-41f8-b8bd-29f9eeebe744","resolution":{"observed_at":"2026-07-31T23:26:39.503221Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-07-31T23:22:22.082437Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.082437Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:c8affaf69b78135a1cbb34a0d917534b1ca746baff82824ac630c51c2a465221","observation_id":"36e78b18-1cf4-4a6a-9e7e-96784716094f","resolution":{"observed_at":"2026-07-31T23:22:22.082437Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.10953","last_updated":"2023-07-20T15:25:55Z","snapshot_observed_at":"2026-07-06T15:56:29.812787Z","submitted_at":"2023-07-20T15:25:55Z","title":"PE-YOLO: Pyramid Enhancement Network for Dark Object Detection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.10953","snapshot_observed_at":"2026-07-31T23:22:22.236988Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.236988Z"},"links":{"cited_paper":"/paper/2307.10953","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:3a5d5df4f2d7a6e1eccc683cdb0451304807eb99a5c74a98855f010a2d579c24","observation_id":"58b4694c-f7fa-43ef-a2a5-98d59c631b00","resolution":{"observed_at":"2026-07-31T23:22:22.236988Z","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":"2026-07-31T23:22:22.387330Z","title":"Sasagawa, H","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.387330Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:1128098f22336bf67560057a4e17bd8cfe28df6e7d363632db908d488f7d5474","observation_id":"4d10baa7-2060-4064-9f95-f4ac6860f678","resolution":{"observed_at":"2026-07-31T23:22:22.387330Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.01984","last_updated":"2021-04-05T16:20:57Z","snapshot_observed_at":"2026-07-06T10:56:36.127515Z","submitted_at":"2021-04-05T16:20:57Z","title":"HLA-Face: Joint High-Low Adaptation for Low Light Face Detection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.01984","snapshot_observed_at":"2026-07-31T23:22:22.472584Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.472584Z"},"links":{"cited_paper":"/paper/2104.01984","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:13cb33d085beef7afba3ab44a3434ea6d459e8900d8c18eef06484cb8e5f496b","observation_id":"067f6ab2-b23c-4bc1-bd08-abf787105ec2","resolution":{"observed_at":"2026-07-31T23:22:22.472584Z","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":"10.1609/aaai.v38i6.28339","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Proceedings of the AAAI Conference on Artificial Intelligence","work_id":"d69c6784-5f93-41d3-88c7-c915815b048e","year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.588003Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:92ad99f41602ad4d5cb138634bd687b71228dac74239df55bbe0318e464822f0","observation_id":"45388059-48d9-467b-9f89-a45dfd7509c9","resolution":{"observed_at":"2026-07-31T23:26:39.267733Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3390/app14188109","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Zhang, D","venue":"Applied Sciences","work_id":"3dd94667-8924-446d-83ac-c9a20dbbbb1e","year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.709454Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:3629a12ac9b540c7d81030e04edf9b59e4a84bf46c5d88d45cf30b6ed4bac83d","observation_id":"acacff40-2e03-45c9-a466-4c7608d5413b","resolution":{"observed_at":"2026-07-31T23:26:39.179902Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-07-31T23:22:22.826457Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.826457Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:fe01e4ddff0fa6b888c3484f1c91517d41b6e24373a73b40c59cc641983e578d","observation_id":"1733617d-5de9-4d55-bf1f-5b4063c19b23","resolution":{"observed_at":"2026-07-31T23:22:22.826457Z","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":"2026-07-31T23:22:22.940227Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:22.940227Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:6cb8cd437a978b6aed6286c06900c9c19e8e3510e813eb1cc1b37079bd94a48e","observation_id":"7f233b04-4f9e-4acd-bbaf-084e1c4955b1","resolution":{"observed_at":"2026-07-31T23:22:22.940227Z","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":"10.3390/s21093182","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Park, K.-H","venue":"Sensors","work_id":"96fffca5-b86b-484d-a677-aaa246a600fc","year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.061771Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:651abc754fca654aeabc95ac19e2bb0dfd8965444b90848c2d2efe1af5a7bd30","observation_id":"1b7868ee-3c39-47da-892b-2ac55f3dbe5b","resolution":{"observed_at":"2026-07-31T23:26:39.029690Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-07-31T23:22:23.172906Z","title":"Zhang, X","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.172906Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:556c80b735abb0c7a87fd6a154d0f07134810e491d7a854c87c862c6c6d5f94a","observation_id":"6067d748-3ef4-4319-9b32-dbe67fa23fb7","resolution":{"observed_at":"2026-07-31T23:22:23.172906Z","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":"2026-07-31T23:22:23.287789Z","title":"Patel, A","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.287789Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:e24fc8f82a5904e3ed43b9aeaff4c4b5bfd83784828c15179c982f7445c47cab","observation_id":"e71472ae-23d4-4923-a865-bfc9563e6b9d","resolution":{"observed_at":"2026-07-31T23:22:23.287789Z","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":"2026-07-31T23:22:23.447245Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.447245Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:6ff4c92f098a710078b85d22af528049d7d8c300a266f7d83f097360f5a9b71d","observation_id":"67a23b39-a7b6-4789-b17b-87459ff66684","resolution":{"observed_at":"2026-07-31T23:22:23.447245Z","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":"2026-07-31T23:22:23.585947Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.585947Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:4882ef8349718ae03e35cb6f45756f58b3b21f971ea4f4dce12a9ab6f17be138","observation_id":"6bffcc00-e469-45e1-a578-b7bb3f5cbe29","resolution":{"observed_at":"2026-07-31T23:22:23.585947Z","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":"2026-07-31T23:22:23.680587Z","title":"Parthasarathy, P","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.680587Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:c6fbb959e856d0f9d1d61c260e203e409c4bdd017d809a1107bfa5c649728c55","observation_id":"709b8833-7d56-4011-914d-941a797db25c","resolution":{"observed_at":"2026-07-31T23:22:23.680587Z","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":"2026-07-31T23:22:23.739067Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.739067Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:5db050f99bf890c4913ff4432c338b80757cbdc83f155d37f7d25160c2c7a083","observation_id":"6e4fd064-dbed-4767-a276-956a6439ef52","resolution":{"observed_at":"2026-07-31T23:22:23.739067Z","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":"2026-07-31T23:22:23.820642Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.820642Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:a87944a5b2c04308fc0c99d88716daf75a2a27b1c36297735516b0c27c9edf72","observation_id":"ef63f5c3-b50f-4c5b-89e7-9f1c24e3b6df","resolution":{"observed_at":"2026-07-31T23:22:23.820642Z","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":"2026-07-31T23:22:23.905476Z","title":null,"venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.905476Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:746a7ade7d607355d5fa76132b57ea97c3d0b51be203dd3ad0f3f81512809019","observation_id":"eeaa0d93-5530-4c7f-947c-58a8afb75b98","resolution":{"observed_at":"2026-07-31T23:22:23.905476Z","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":"2026-07-31T23:22:23.980256Z","title":"Schmidhuber, Deep learning in neural networks: An overview, Neural Networks 61 (2015) 85–117.doi:https://doi.org/10.1016/j.neunet.2014.09.003","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:23.980256Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:50e668e8cf4088060b0427f325aeb92a86931cdfe94e41c23931c1bf7be0ed83","observation_id":"2f24d832-2e6c-4b5c-9043-64462ab90535","resolution":{"observed_at":"2026-07-31T23:22:23.980256Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2107.05830","last_updated":"2021-07-13T03:36:30Z","snapshot_observed_at":"2026-08-04T18:54:53.505498Z","submitted_at":"2021-07-13T03:36:30Z","title":"ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.05830","snapshot_observed_at":"2026-07-31T23:22:24.041517Z","title":"Zhang, L","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.041517Z"},"links":{"cited_paper":"/paper/2107.05830","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:3e642738eec2be739f45bc19e69d316558610f849475f90243b60c7e91713f47","observation_id":"d05e38a5-5a39-410f-93aa-72202a38e3ab","resolution":{"observed_at":"2026-07-31T23:22:24.041517Z","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":"2026-07-31T23:22:24.112626Z","title":"Jiang, Y","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.112626Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:32c83ae5662d96bc8651dfc162d84482c415af3b282bfa107744c430dc6a21d9","observation_id":"48d7bfb7-5cde-473c-bc03-e4282beafed5","resolution":{"observed_at":"2026-07-31T23:22:24.112626Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1511.03995","last_updated":"2016-04-15T00:54:24Z","snapshot_observed_at":"2026-08-06T23:38:42.718269Z","submitted_at":"2015-11-12T18:31:42Z","title":"LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1511.03995","snapshot_observed_at":"2026-07-31T23:22:24.164408Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.164408Z"},"links":{"cited_paper":"/paper/1511.03995","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:66e48386e09663d15ce53f0604c5f103793c0729f7fc30f11611ea75dcd6b63a","observation_id":"4d8d7a11-a58b-4055-8097-4564c3f2a090","resolution":{"observed_at":"2026-07-31T23:22:24.164408Z","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":"2026-07-31T23:22:24.246186Z","title":"1662–1671","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.246186Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:d53904a5f160956d1e4728718965b7e58c5b8300b68835a9473738d1242cf519","observation_id":"ea285296-3646-452b-97c0-5f076bd7e0e1","resolution":{"observed_at":"2026-07-31T23:22:24.246186Z","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":"2026-07-31T23:22:24.317305Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.317305Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:4a17c6fb7a95200e4d56ac53ed854422fdb1ec95030d12b43980f4b0ccb4b9b0","observation_id":"9f05d42e-c35e-46c6-bd30-fb22736e5fd8","resolution":{"observed_at":"2026-07-31T23:22:24.317305Z","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":"2026-07-31T23:22:24.401299Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.401299Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:352e89058eed4df54c27f604be92fa3345a0381f3476dc4edc54c233b76e9708","observation_id":"e896f24b-c66c-4cac-840c-ae3ed93e390d","resolution":{"observed_at":"2026-07-31T23:22:24.401299Z","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":"2026-07-31T23:22:24.449946Z","title":"Jiang, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.449946Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:9bd1af41013f89ee7f116c6408b674c23f5cf5fc0296a1c45c45d089a9ecf513","observation_id":"e9b1b1ed-3c98-4d68-aa9b-2a37f71ec683","resolution":{"observed_at":"2026-07-31T23:22:24.449946Z","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":"2026-07-31T23:22:24.551170Z","title":"Zhang, Z","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.551170Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:3dc1d99c7b73a9db3cfa488dff06a33e79783fe4232c1480beffe12915d0c928","observation_id":"0a115a8b-85e6-4973-ade7-7d39ac0d8fad","resolution":{"observed_at":"2026-07-31T23:22:24.551170Z","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":"2026-07-31T23:22:24.621298Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.621298Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:d44e41d9346ed45cf2348fd865b2629ed1abcd07851683e9726edd841d34773d","observation_id":"d557df6c-e7ff-4b8a-bbdb-c5356f305f15","resolution":{"observed_at":"2026-07-31T23:22:24.621298Z","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":"2026-07-31T23:22:24.678649Z","title":"Jiang, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.678649Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:901551883fb8f4097e0ccffd3d86427a9e7870ff1555255aeb2c4a3602082e3f","observation_id":"bfe25c5a-3d59-46ad-a4ef-4216f6af63e4","resolution":{"observed_at":"2026-07-31T23:22:24.678649Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.20916","last_updated":"2024-12-30T12:51:52Z","snapshot_observed_at":"2026-07-06T20:14:40.579474Z","submitted_at":"2024-12-30T12:51:52Z","title":"Low-Light Image Enhancement via Generative Perceptual Priors","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.20916","snapshot_observed_at":"2026-07-31T23:22:24.722604Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.722604Z"},"links":{"cited_paper":"/paper/2412.20916","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:e2aecab3a6e51c015faecf60c40558e00033c920c1ecdb828a6e786c3f1cdb0d","observation_id":"7efdf842-4ec7-4de3-9d16-402ef3d2d5b6","resolution":{"observed_at":"2026-07-31T23:22:24.722604Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.05128","last_updated":"2024-11-12T08:24:47Z","snapshot_observed_at":"2026-07-06T18:42:26.589950Z","submitted_at":"2024-07-06T16:34:25Z","title":"SCSA: Exploring the Synergistic Effects Between Spatial and Channel Attention","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.05128","snapshot_observed_at":"2026-07-31T23:22:24.769720Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.769720Z"},"links":{"cited_paper":"/paper/2407.05128","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:da6a3e20a896e083c8442fde96c1e04ff26bb2d451ef271748ced91c5821a57c","observation_id":"7d0fb36f-0dea-44c9-861c-f65d72cd5dd8","resolution":{"observed_at":"2026-07-31T23:22:24.769720Z","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":"2026-07-31T23:22:24.839627Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.839627Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:50daff5e9442216ab979325e13be3a20c1f13eb8326d0f8a98e48a16e4cefb0b","observation_id":"945ee646-68e0-426c-b72f-24adefb05b4d","resolution":{"observed_at":"2026-07-31T23:22:24.839627Z","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":"2026-07-31T23:22:24.916709Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.916709Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:ee0c220262d15587776c922ab5b8a2f18d66054ef38ee0389fc0ccafa9ea242d","observation_id":"53387d81-30c2-4ce8-a69b-5db57e87a692","resolution":{"observed_at":"2026-07-31T23:22:24.916709Z","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":"10.1016/j.ijleo.2019.02","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-31T23:26:38.778620Z","title":"Veluchamy, B","venue":null,"work_id":"7c116008-8b28-4e21-8b82-b4b666127116","year":2019},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:24.997151Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:726eb9e9c5c5b09858fb92086528008de0c59b8f5c2152e58a7726e369230173","observation_id":"d31885a8-9433-4d25-a7de-0cd61f17c948","resolution":{"observed_at":"2026-07-31T23:26:38.882083Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-07-31T23:22:25.059079Z","title":"Rahman, M","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.059079Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:6fd7ed71eb772201a903e91b37ca503a45bdc1a24c5c2fc39e728518a4e09e2a","observation_id":"4428908b-1f39-4197-92f6-21db1926a4f5","resolution":{"observed_at":"2026-07-31T23:22:25.059079Z","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":"2026-07-31T23:22:25.120702Z","title":"Abdullah-Al-Wadud, M","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.120702Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:96d83bcea09b0579be6d68db7e5f3025de827c041307854652c5cdcda6ee8ef8","observation_id":"2f12d853-c1f1-4753-85bb-a08706983e8a","resolution":{"observed_at":"2026-07-31T23:22:25.120702Z","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":"10.1016/j.dsp.2003.07.002","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"URLhttp://dx.doi.org/10.1016/j.dsp.2003.07.002","venue":"Digital Signal Processing","work_id":"0e800dd9-e615-4797-ad1e-941d76ca31ac","year":2004},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.196734Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:d5f3b7cd1a21a8b1b9fd927f703c7cbee168a2ed988552ae2a2963d4c9e90956","observation_id":"c796aa45-72f5-406e-a12c-5c1f4862af94","resolution":{"observed_at":"2026-07-31T23:26:38.673509Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-07-31T23:22:25.256771Z","title":null,"venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.256771Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:c8b20e6d065e8344adfa5eff5c197c7b2172c17eab8e91bfb39e4f6fc1cb4eb3","observation_id":"b93e8904-c0c4-4969-affc-e4a8085ca972","resolution":{"observed_at":"2026-07-31T23:22:25.256771Z","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":"10.1109/sitis.2013.19","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Lee, J.-L","venue":null,"work_id":"1e9f8cde-4be6-46d4-82b5-39abc920e243","year":2013},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.317515Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:11ba600fd1e757bed4da792bdc5885ddd02089894f2db18fa09f0e0b9ac2c25f","observation_id":"7f993df3-0156-4553-9b10-fdc0663a3989","resolution":{"observed_at":"2026-07-31T23:26:38.442582Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-07-31T23:22:25.374216Z","title":null,"venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.374216Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:3204ffe819a58e9cf11a02885bb43afeac0699ea6dfc1ba0f9bbd6ab888e5d74","observation_id":"0f9a4a7e-8af3-4ae4-a225-8a97ea0ce9d5","resolution":{"observed_at":"2026-07-31T23:22:25.374216Z","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":"2026-07-31T23:22:25.466979Z","title":null,"venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.466979Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:cffb05e5564c1c4821cc4e80b941c3d274ad707c7863bc3b398e133d29257967","observation_id":"0f8e5868-a9b3-4f61-a482-0ad3bcac971b","resolution":{"observed_at":"2026-07-31T23:22:25.466979Z","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":"2026-07-31T23:22:25.537961Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.537961Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:82d9df75e9eba7bb98c45837b189c0340468bc7e1bbb973f42128c4c1270e8e7","observation_id":"563bd208-f2d6-447c-b17e-8e919bcf2c21","resolution":{"observed_at":"2026-07-31T23:22:25.537961Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1808.04560","last_updated":"2018-08-14T07:20:55Z","snapshot_observed_at":"2026-08-02T03:51:27.789282Z","submitted_at":"2018-08-14T07:20:55Z","title":"Deep Retinex Decomposition for Low-Light Enhancement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1808.04560","snapshot_observed_at":"2026-07-31T23:22:25.635759Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.635759Z"},"links":{"cited_paper":"/paper/1808.04560","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:fc25797aa5c725e17ff80a0f87b19c4397fc02b540f8dbfcd65c866312fd9707","observation_id":"4c3fbdd9-985f-42b4-b437-8a5274554b46","resolution":{"observed_at":"2026-07-31T23:22:25.635759Z","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":"2026-07-31T23:22:25.734677Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.734677Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:910d58731bbbc7a57771d71ac151caa3c3dc6bf2ab92d6898011df944a8d6f9e","observation_id":"9fd8de67-150a-4bcd-8dc2-1e9006c0bb51","resolution":{"observed_at":"2026-07-31T23:22:25.734677Z","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":"2026-07-31T23:22:25.809693Z","title":"Jiang, X","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.809693Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:18ee817b7b3550c7e6104c4579c82f079e869c85547d8de8317dfa0abad2bf63","observation_id":"da9308cf-c58d-413b-a26e-cc59d2bfa741","resolution":{"observed_at":"2026-07-31T23:22:25.809693Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.10028","last_updated":"2023-05-17T08:15:45Z","snapshot_observed_at":"2026-07-06T15:28:32.440071Z","submitted_at":"2023-05-17T08:15:45Z","title":"Pyramid Diffusion Models For Low-light Image Enhancement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.10028","snapshot_observed_at":"2026-07-31T23:22:25.870088Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.870088Z"},"links":{"cited_paper":"/paper/2305.10028","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:66bb1d6ab2ec9f768c039e72d578ea1b7703b85e6bb5da44d5c8c6c4c5cdd3d6","observation_id":"5fa53d0e-fb55-45c7-94ca-5a0fdf50a88d","resolution":{"observed_at":"2026-07-31T23:22:25.870088Z","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":"2026-07-31T23:22:25.940660Z","title":"Jiang, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:25.940660Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:eee19c8fa77a66aa9a0fee4597aa6f5864c974748c14e5b9781370100f9603a7","observation_id":"ef6d751b-6d12-4129-a3b5-0fb386a8e81f","resolution":{"observed_at":"2026-07-31T23:22:25.940660Z","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":"2026-07-31T23:22:26.001508Z","title":"Chan, W.-C","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.001508Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:5389553b49e1f714c3bf63439165eba21e1f5e95e20f9da00b3c7542e55d103f","observation_id":"6cb25374-c00f-4844-a7b2-79eab4f02256","resolution":{"observed_at":"2026-07-31T23:22:26.001508Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.11929","last_updated":"2021-06-03T13:08:56Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2020-10-22T17:55:59Z","title":"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.11929","snapshot_observed_at":"2026-07-31T23:22:26.100019Z","title":"Alexey, An image is worth 16x16 words: Transformers for image recognition at scale, arXiv preprint arXiv: 2010.11929 (2020)","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.100019Z"},"links":{"cited_paper":"/paper/2010.11929","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:e3c987ffd7a17f189d01ca70fcb7840ce199c65e0c80263d4824a7fd65056de9","observation_id":"c55714d3-519c-495b-87cf-184bca8729c2","resolution":{"observed_at":"2026-07-31T23:22:26.100019Z","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":"2026-07-31T23:22:26.177867Z","title":"12504–12513","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.177867Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:86ca2d5b317409514cff76a0e051fb55372be882c5d3830608a27ac3bd206098","observation_id":"eaeba7fb-ff96-4fbf-93be-7f70d228b5bc","resolution":{"observed_at":"2026-07-31T23:22:26.177867Z","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":"2026-07-31T23:22:26.260954Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.260954Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:0dc30db90177111f74ca95891f67ab39d13d7b154f40ff6cf20a042977486503","observation_id":"ad07c2fe-aa20-476c-8043-0839c0c89ddc","resolution":{"observed_at":"2026-07-31T23:22:26.260954Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.14075","last_updated":"2025-04-18T20:57:16Z","snapshot_observed_at":"2026-08-07T16:01:00.929815Z","submitted_at":"2025-04-18T20:57:16Z","title":"Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.14075","snapshot_observed_at":"2026-07-31T23:22:26.370424Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.370424Z"},"links":{"cited_paper":"/paper/2504.14075","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:f138682dbc0b92ef221367cf35e158f7a84b66bc9d2faf08550688c179bd4d05","observation_id":"a5609023-0a94-4e85-8b5a-9c488a41857e","resolution":{"observed_at":"2026-07-31T23:22:26.370424Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.00683","last_updated":"2024-02-25T21:59:20Z","snapshot_observed_at":"2026-08-06T16:57:39.613755Z","submitted_at":"2024-02-25T21:59:20Z","title":"Frequency-Guided U-Net: Leveraging Attention Filter Gates and Fast Fourier Transformation for Enhanced Medical Image Segmentation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.00683","snapshot_observed_at":"2026-07-31T23:22:26.429068Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.429068Z"},"links":{"cited_paper":"/paper/2405.00683","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:528781d14dc6e384723502510075385474c8cfd1a613a449ff77bec2daf3ef97","observation_id":"e4ca4d38-c267-4ddd-ae82-ee8ccef39456","resolution":{"observed_at":"2026-07-31T23:22:26.429068Z","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":"2026-07-31T23:22:26.519447Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.519447Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:c54e2d5ff57882451919e21674ac20776bcbbad1318aee8a9edcf708c85cd9d8","observation_id":"bb149e8d-83a0-4fd5-9a18-0f6fe90b2ce3","resolution":{"observed_at":"2026-07-31T23:22:26.519447Z","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":"2026-07-31T23:22:26.591025Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.591025Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:85971c900d9004f6e98cbb1b62e915b71e6d3a3dca013d2fd7314a091cf747ad","observation_id":"14d7b46f-e2f1-4b94-97c4-9567a9e1f15c","resolution":{"observed_at":"2026-07-31T23:22:26.591025Z","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":"2026-07-31T23:22:26.672480Z","title":"Huang, Y","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.672480Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:050725878486d7511adc3e05754f952e04725a7d9a766a3c17abac29acf5a85b","observation_id":"fc015538-b95c-45ab-94c7-a774fb125e98","resolution":{"observed_at":"2026-07-31T23:22:26.672480Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.11831","last_updated":"2023-02-23T07:43:41Z","snapshot_observed_at":"2026-08-03T22:27:55.550256Z","submitted_at":"2023-02-23T07:43:41Z","title":"Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.11831","snapshot_observed_at":"2026-07-31T23:22:26.726822Z","title":"Li, C.-L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.726822Z"},"links":{"cited_paper":"/paper/2302.11831","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:40f3e3ea0cc595b1247d48e12f58cd5034c9df8c7494974af3435a6474d48cfe","observation_id":"cfeddc5c-c1b5-4e8c-8d6a-ac562a97c69e","resolution":{"observed_at":"2026-07-31T23:22:26.726822Z","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":"2026-07-31T23:22:26.818138Z","title":"Li, C.-L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.818138Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:3f24fdbef2f56d3495be8e2eaa1ab6f0db9d35ece3ca4e6c5d19b20fb79bcf42","observation_id":"18362bee-ff4c-4dcc-a03a-bfc187a895fd","resolution":{"observed_at":"2026-07-31T23:22:26.818138Z","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":"2026-07-31T23:22:26.926065Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:26.926065Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:d1742b5d572cf68a03263a2c6e14125a20fc137701f9e38eba70ea8c135fba56","observation_id":"c89c5f87-24c4-4dd5-abd7-b29394d2bef2","resolution":{"observed_at":"2026-07-31T23:22:26.926065Z","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":"2026-07-31T23:22:27.022897Z","title":"Zhang, P","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.022897Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:ff266647c8635136f674757ebb1329a86a485fdaf6f67fd0ebf732a7167e9992","observation_id":"818a1bb6-0962-4017-a7cc-e3af39995330","resolution":{"observed_at":"2026-07-31T23:22:27.022897Z","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":"2026-07-31T23:22:27.089002Z","title":"22252–22261","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.089002Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:c9ace246cffc0915fef83a89bd6b02d3a3f8571eade520c612ceef0af1d55bb3","observation_id":"c6280112-9607-456a-b8e1-3c530b6c80f3","resolution":{"observed_at":"2026-07-31T23:22:27.089002Z","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":"2026-07-31T23:22:27.171120Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.171120Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:1fe9a95ffd9c55b971971e423cee220cd0d89bf7822aad3df4e15cbbbd5ab4f1","observation_id":"b1a7c84d-cfea-4bc1-93b6-09632c5d7ae9","resolution":{"observed_at":"2026-07-31T23:22:27.171120Z","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":"2026-07-31T23:22:27.261468Z","title":"Zhang, X","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.261468Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:2cd870861b29ceeb276decf457206c15c58b6e3c7989f1f0c9f61afcce51eba7","observation_id":"290bd213-0752-4771-aa0a-1e18c961ab75","resolution":{"observed_at":"2026-07-31T23:22:27.261468Z","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":"2026-07-31T23:22:27.317961Z","title":"Ronneberger, P","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.317961Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:b5c4b9d47c18305e3ca8f5c1561e584183d987dc602221530dc80d8e46200c93","observation_id":"b9e76d21-bf83-46c0-bac7-96d58a7e3aeb","resolution":{"observed_at":"2026-07-31T23:22:27.317961Z","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":"2026-07-31T23:22:27.381350Z","title":"Prasetyo, R","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.381350Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:d15054608bd05fdda30304bd3c7ea71b045fca5c4bef9e66dd2c9783e0140421","observation_id":"260890bc-ecac-4a0b-ba08-6fc1528c724b","resolution":{"observed_at":"2026-07-31T23:22:27.381350Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-07-31T23:22:27.431370Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.431370Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:b3758c75da6a0e325cd2117c82fcc6a9139f8f4a609ce170d33fa6217207ece3","observation_id":"46f49212-6eeb-44dd-a486-0f99a9d65fec","resolution":{"observed_at":"2026-07-31T23:22:27.431370Z","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":"2026-07-31T23:22:27.530599Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.530599Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:b7b12cccb25c80bd1b080c9aa9225cb9a6f72defcd8089270f42c3a38f8a7843","observation_id":"2a080803-53b8-41d9-8b33-5c374e483ac8","resolution":{"observed_at":"2026-07-31T23:22:27.530599Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-07-31T23:22:27.615429Z","title":"3291–3300.doi:10.1109/CVPR.2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.615429Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:754917e9a14e1f02a83fa60e15e868aa078a590cdfa20ac9b42528622ce00f87","observation_id":"3fd9b209-4104-44b9-9659-3439e48df278","resolution":{"observed_at":"2026-07-31T23:22:27.615429Z","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":"2026-07-31T23:22:27.698158Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.698158Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:420ed27f2efbe8527a16ec470166dffafd23b330b69601020f574a693ca28659","observation_id":"d8c47a0e-4c35-4df8-9c03-f1ff87c5e057","resolution":{"observed_at":"2026-07-31T23:22:27.698158Z","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":"2026-07-31T23:22:27.829748Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.829748Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:ef20718e9d151c09373311aea9e59a2836e2115c8b96b03f436ed8fa98f3e1c3","observation_id":"1b826ef3-324a-4193-a2ee-9da3d9b9cd45","resolution":{"observed_at":"2026-07-31T23:22:27.829748Z","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":"2026-07-31T23:22:27.911727Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.911727Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:eed0b3f89a23645185d3778ae5290a1cf595d61494ab352a59fe76e275aa6211","observation_id":"0e50dae9-ebca-4c2b-95b8-eb166840a0af","resolution":{"observed_at":"2026-07-31T23:22:27.911727Z","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":"2026-07-31T23:22:27.978507Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:27.978507Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:47324f5c9b60d26e4e9b1099f776d534f36fde1ccf90579ba6a23cb045878236","observation_id":"6897a2c6-6aba-4d80-be99-4e85a08651fd","resolution":{"observed_at":"2026-07-31T23:22:27.978507Z","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":"2026-07-31T23:22:28.143007Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:28.143007Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:eacd801f4c7184e3b8cd0b41371b51f13c35e2c444592d471660e47f1e14b9a4","observation_id":"da63a520-7334-4204-8eb5-9da83e0700bf","resolution":{"observed_at":"2026-07-31T23:22:28.143007Z","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":"2026-07-31T23:22:28.301955Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:28.301955Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:c9feccfad1dcf7c834589258a1711d2adb895794da60ac5af4fa7d9eb38e37aa","observation_id":"ce4fca52-575b-4fc5-b45c-5b14c213c9fc","resolution":{"observed_at":"2026-07-31T23:22:28.301955Z","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":"2026-07-31T23:22:28.368401Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:28.368401Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:061c04dac4e6f7a8bade89678dfca6b83fb720c8b2e4c5f0f746a5fd95c47bc2","observation_id":"50229810-c3ef-4923-bc42-1dbb8fdc91e8","resolution":{"observed_at":"2026-07-31T23:22:28.368401Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1905.04161","last_updated":"2019-05-04T11:05:20Z","snapshot_observed_at":"2026-07-06T07:52:10.796239Z","submitted_at":"2019-05-04T11:05:20Z","title":"Kindling the Darkness: A Practical Low-light Image Enhancer","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1905.04161","snapshot_observed_at":"2026-07-31T23:22:28.431615Z","title":"Zhang, J.Zhang, X.Guo, Kindling thedarkness: Apractical low-light image enhancer(2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:28.431615Z"},"links":{"cited_paper":"/paper/1905.04161","citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:f3f857b31d1796aec9db40e0e446b994c5a713af2277cf87e0cdee355aa9eda3","observation_id":"12f326de-7de1-4e76-b23a-e3f8ee9dcf8f","resolution":{"observed_at":"2026-07-31T23:22:28.431615Z","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":"2026-07-31T23:22:28.512965Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:28.512965Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:9e5e03ab1a82c81ac346eeeccd2c5bebed9dc165fe7389bf199aa612211adda0","observation_id":"439d72e6-68f2-4f1b-85b5-5ad51081f5e3","resolution":{"observed_at":"2026-07-31T23:22:28.512965Z","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":"2026-07-31T23:22:28.579741Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-07-31T23:22:28.579741Z"},"links":{"citing_paper":"/paper/2607.24002"},"observation_digest":"sha256:fba46294b98ca31c96b047c9b564e7af72a64d6c958519a2377c18666744e11a","observation_id":"b33f3e78-3395-42be-9795-9bae1d95279b","resolution":{"observed_at":"2026-07-31T23:22:28.579741Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.24002","last_updated":"2026-07-27T04:55:23Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T09:03:58.000212Z","submitted_at":"2026-07-27T04:55:23Z","title":"Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform"},"reference_resolution":{"displayed":79,"state_counts":{"malformed_identifier":3,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":69,"verified_exact":7,"verified_fuzzy":0},"total_outbound_references":79},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2607.24002."}