{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:42:12Z","timestamp":1772908932545,"version":"3.50.1"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62371310"],"award-info":[{"award-number":["62371310"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62376162"],"award-info":[{"award-number":["62376162"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62032015"],"award-info":[{"award-number":["62032015"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2023A1515011236"],"award-info":[{"award-number":["2023A1515011236"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515010205"],"award-info":[{"award-number":["2024A1515010205"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Provincial Key Laboratory","award":["2023B1212060076"],"award-info":[{"award-number":["2023B1212060076"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tpami.2024.3524538","type":"journal-article","created":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T19:28:24Z","timestamp":1735759704000},"page":"2545-2562","source":"Crossref","is-referenced-by-count":25,"title":["Interpretable Optimization-Inspired Unfolding Network for Low-Light Image Enhancement"],"prefix":"10.1109","volume":"47","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0416-7719","authenticated-orcid":false,"given":"Wenhui","family":"Wu","sequence":"first","affiliation":[{"name":"College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China"}]},{"given":"Jian","family":"Weng","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}]},{"given":"Pingping","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong, SAR, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2948-6468","authenticated-orcid":false,"given":"Xu","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1692-0069","authenticated-orcid":false,"given":"Wenhan","family":"Yang","sequence":"additional","affiliation":[{"name":"Peng Cheng Laboratory, Shenzhen, Guangdong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7576-3999","authenticated-orcid":false,"given":"Jianmin","family":"Jiang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3414839"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00443"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01418-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/VBC.1990.109340"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2092441"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/100806588"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2639450"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3109379"},{"key":"ref9","article-title":"Deep retinex decomposition for low-light enhancement","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Wei"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3063604"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/83.597272"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/83.557356"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2810539"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.2969790"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2984098"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.06.008"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3126387"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3051462"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00185"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00347"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350926"},{"key":"ref22","article-title":"Self-supervised image enhancement network: Training with low light images only","author":"Zhang","year":"2020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00581"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022314423998"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.304"},{"key":"ref26","article-title":"MBLLEN: Low-light image\/video enhancement using CNNs","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Lv"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01466-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2794218"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00235"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01407-x"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5555\/3104322.3104374"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.50"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00328"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2596743"},{"key":"ref35","article-title":"Dynamically unfolding recurrent restorer: A moving endpoint control method for image restoration","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Zhang"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDH.2018.00010"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2941271"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.198"},{"key":"ref39","first-page":"5546","article-title":"Plug-and-play methods provably converge with properly trained denoisers","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ryu"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01042"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/83.392335"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11523"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref46","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1603.08155"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00243"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2159387"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2261309"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2981922"},{"key":"ref52","first-page":"8026","article-title":"PyTorch: An imperative style, high-performance deep learning library","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Paszke"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3045810"},{"key":"ref55","article-title":"Methodologies for the subjective assessment of the quality of television images, ITU-R Rec. BT.500-14","year":"2019"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00525"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/10916529\/10819641.pdf?arnumber=10819641","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T18:41:54Z","timestamp":1741372914000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10819641\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":56,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2024.3524538","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}