{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T14:07:04Z","timestamp":1775743624086,"version":"3.50.1"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61901262"],"award-info":[{"award-number":["61901262"]}],"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":["51707135"],"award-info":[{"award-number":["51707135"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3020750","type":"journal-article","created":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T21:05:23Z","timestamp":1598907923000},"page":"158585-158599","source":"Crossref","is-referenced-by-count":7,"title":["Dual Head Network for No-Reference Quality Assessment Towards Realistic Night-Time Images"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8607-2245","authenticated-orcid":false,"given":"Bowen","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xianpei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3634-2630","authenticated-orcid":false,"given":"Weixia","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5957-6106","authenticated-orcid":false,"given":"Meng","family":"Tian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8297-0446","authenticated-orcid":false,"given":"Hongtai","family":"Yao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","article-title":"EnlightenGAN: Deep light enhancement without paired supervision","author":"jiang","year":"2019","journal-title":"arXiv 1906 06972"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2639450"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.304"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2261309"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2922850"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref38","first-page":"806","article-title":"CNN features off-the-shelf: An astounding baseline for recognition","author":"razavian","year":"2014","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit Workshops (CVPRW)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2774045"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803041"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00326"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.170"},{"key":"ref37","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"Proc Eur Conf Comput Vis (ECCV)"},{"key":"ref36","article-title":"Uncertainty-aware blind image quality assessment in the laboratory and wild","volume":"abs 2005 13983","author":"zhang","year":"2020","journal-title":"CoRR"},{"key":"ref35","article-title":"Learning to blindly assess image quality in the laboratory and wild","author":"zhang","year":"2020","journal-title":"Proc IEEE Int Conf Image Process (ICIP)"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2018.2886771"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2575544"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVCS.2015.7274887"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2018.2818402"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2378061"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00083"},{"key":"ref64","article-title":"Final report from the video quality experts group on the validation of objective models of video quality assessment","year":"2000","journal-title":"Proc VQEG Meeting"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.118"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref66","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2649101"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2016.05.031"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00271"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-336156-1.50061-6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2008.03.005"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2005.1529769"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738079"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2015.2487369"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2401732"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2016.2597545"},{"key":"ref26","first-page":"1098","article-title":"Unsupervised feature learning framework for no-reference image quality assessment","author":"ye","year":"2012","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2016.2601028"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2355716"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2373812"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/SIPROCESS.2016.7888285"},{"key":"ref58","first-page":"838","article-title":"No-reference quality assessment of contrast-distorted images based on natural scene statistics","volume":"22","author":"fang","year":"2015","journal-title":"IEEE Signal Process Lett"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451285"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2585880"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2426416"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2537321"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2015.08.009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2500021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.184"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2967829"},{"key":"ref13","first-page":"1","article-title":"KADID-10k: A large-scale artificially distorted IQA database","author":"lin","year":"2019","journal-title":"Proc 10th Int Conf Qual Multimedia Exper (QoMEX)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2011760"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2002.1038902"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2131660"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/QOMEX.2009.5246976"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.854492"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2002.1038064"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881959"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-009-0117-4"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2014.10.009"},{"key":"ref5","first-page":"1","article-title":"Most apparent distortion: Full-reference image quality assessment and the role of strategy","volume":"19","author":"larson","year":"2010","journal-title":"J Electron Imag"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123322"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2736018"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2014.06.006"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2938612"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"ref45","article-title":"KonIQ-10k: Towards an ecologically valid and large-scale IQA database","author":"lin","year":"2018","journal-title":"arXiv 1803 08489"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2191563"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2147325"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2020.2972566"},{"key":"ref41","article-title":"DeepFL-IQA: Weak supervision for deep IQA feature learning","author":"lin","year":"2020","journal-title":"arXiv 2001 08113"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2639328"},{"key":"ref43","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"Proc Int Conf Learn Represent (ICLR)"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09181551.pdf?arnumber=9181551","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T20:02:50Z","timestamp":1639771370000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9181551\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":74,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3020750","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}