{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,12]],"date-time":"2026-04-12T11:05:44Z","timestamp":1775991944671,"version":"3.50.1"},"reference-count":78,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":["62272134"],"award-info":[{"award-number":["62272134"]}],"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":["U21B2038"],"award-info":[{"award-number":["U21B2038"]}],"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":["61976069"],"award-info":[{"award-number":["61976069"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021ZD0110901"],"award-info":[{"award-number":["2021ZD0110901"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Taishan Scholars Program of Shandong Province","award":["tsqn201812106"],"award-info":[{"award-number":["tsqn201812106"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tip.2023.3301332","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:34:03Z","timestamp":1691433243000},"page":"4701-4715","source":"Crossref","is-referenced-by-count":13,"title":["Unsupervised Low-Light Video Enhancement With Spatial-Temporal Co-Attention Transformer"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8735-1561","authenticated-orcid":false,"given":"Xiaoqian","family":"Lv","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Weihai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5200-3420","authenticated-orcid":false,"given":"Shengping","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Weihai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1865-7572","authenticated-orcid":false,"given":"Chenyang","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Weihai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0042-7074","authenticated-orcid":false,"given":"Weigang","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Weihai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3298-2574","authenticated-orcid":false,"given":"Hongxun","family":"Yao","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7542-296X","authenticated-orcid":false,"given":"Qingming","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00094"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00572"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00471"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01716"},{"key":"ref15","first-page":"1","article-title":"MBLLEN: Low-light image\/video enhancement using CNNs","author":"lv","year":"2018","journal-title":"Proc Brit Mach Vis Conf (BMVC)"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33765-9_55"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00328"},{"key":"ref58","article-title":"Video super-resolution transformer","author":"cao","year":"2021","journal-title":"arXiv 2106 06847"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref52","first-page":"213","article-title":"End-to-end object detection with transformers","author":"carion","year":"2020","journal-title":"Proc 16th Eur Conf Comput Vis (ECCV)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3117077"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3045630"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01212"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2021548"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58601-0_7"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2284059"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2157513"},{"key":"ref51","first-page":"12077","article-title":"SegFormer: Simple and efficient design for semantic segmentation with transformers","author":"xie","year":"2021","journal-title":"Proc Adv Neural Inf Process Syst (NeurIPS)"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00681"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3126387"},{"key":"ref48","first-page":"1","article-title":"An image is worth 16 × 16 words: Transformers for image recognition at scale","author":"dosovitskiy","year":"2021","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref47","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738114"},{"key":"ref41","first-page":"1","article-title":"Fast efficient algorithm for enhancement of low lighting video","author":"dong","year":"2011","journal-title":"Proc IEEE Int Conf Multimedia Expo"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00493"},{"key":"ref43","author":"mccartney","year":"1976","journal-title":"Optics of the Atmosphere Scattering by Molecules and Particles"},{"key":"ref49","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","author":"touvron","year":"2021","journal-title":"Proc 38th Int Conf Mach Learn (ICML)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3177615"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00293"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11370-019-00287-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00956"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00742"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2019.8917151"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"2838","DOI":"10.1109\/TIP.2010.2050644","article-title":"Environmentally robust motion detection for video surveillance","volume":"19","author":"woo","year":"2010","journal-title":"IEEE Trans Image Process"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2016.7531629"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01042"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3051462"},{"key":"ref78","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409007"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073272"},{"key":"ref31","article-title":"Embedding Fourier for ultra-high-definition low-light image enhancement","author":"li","year":"2023","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2575544"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3243310"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3061932"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20162"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2910412"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2649101"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3073371"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3042973"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SPAC.2014.6982691"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2015.7064113"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW54805.2022.00064"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20148"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref72","first-page":"1","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican1277-108"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.179"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/VBC.1990.109340"},{"key":"ref67","first-page":"2971","article-title":"Noise2Noise: Learning image restoration without clean data","author":"lehtinen","year":"2018","journal-title":"Proc 35th Int Conf Mach Learn (ICML)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3062184"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58595-2_30"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01267-0_11"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2261309"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/PG.2007.17"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00247"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.304"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/0016-0032(80)90058-7"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2639450"},{"key":"ref65","first-page":"765","article-title":"Recovering intrinsic images with a global sparsity prior on reflectance","author":"gehler","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00185"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3232206"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3168560"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351069"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00588"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i2.16181"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/9991910\/10210621.pdf?arnumber=10210621","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:27:29Z","timestamp":1693852049000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10210621\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":78,"URL":"https:\/\/doi.org\/10.1109\/tip.2023.3301332","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}