{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,12]],"date-time":"2025-08-12T21:27:17Z","timestamp":1755034037764,"version":"3.41.2"},"reference-count":41,"publisher":"World Scientific Pub Co Pte Ltd","issue":"03","funder":[{"DOI":"10.13039\/501100016022","name":"Data Center of Management Science, National Natural Science Foundation of China - Peking University","doi-asserted-by":"publisher","award":["62176027"],"award-info":[{"award-number":["62176027"]}],"id":[{"id":"10.13039\/501100016022","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2023,3,15]]},"abstract":"<jats:p> In image enhancement, maintaining the texture and attenuating noise are worth discussing. To address these problems, we propose a low-light image enhancement method with contrast increase and illumination smooth. First, we calculate the maximum map and the minimum map of RGB channels, and then we set maximum map as the initial value for illumination and introduce minimum map to smooth illumination. Second, we use the histogram-equalized version of the input image to construct the weight for the illumination map. Third, we propose an optimization problem to obtain the smooth illumination and refined reflectance. Experimental results show that our method can achieve better performance compared to the state-of-the-art methods. <\/jats:p>","DOI":"10.1142\/s0218001423540034","type":"journal-article","created":{"date-parts":[[2022,12,14]],"date-time":"2022-12-14T08:02:41Z","timestamp":1671004961000},"source":"Crossref","is-referenced-by-count":6,"title":["Low-Light Image Enhancement with Contrast Increase and Illumination Smooth"],"prefix":"10.1142","volume":"37","author":[{"given":"Hongyue","family":"Leng","sequence":"first","affiliation":[{"name":"College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Fang","sequence":"additional","affiliation":[{"name":"College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1874-3641","authenticated-orcid":false,"given":"Mingliang","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Computer Science, Chongqing University, Chongqing 400044, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Wu","sequence":"additional","affiliation":[{"name":"Aerospace Science and Technology Industry,  Microelectronics System Institute Co., Ltd., No. 269, North Section of Hupan Road, Chengdu, Sichuan 610213, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qin","family":"Mao","sequence":"additional","affiliation":[{"name":"School of Computer and Information, Qiannan Normal College for Nationalities, Doupengshan Road, Duyun, Guizhou 558000, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Complex Systems and Intelligent Optimization of Guizhou Province, Duyun, Guizhou 558000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2023,1,28]]},"reference":[{"key":"S0218001423540034BIB001","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/j.artint.2018.06.003","volume":"262","author":"Belle V.","year":"2018","journal-title":"Artif. Intell."},{"key":"S0218001423540034BIB002","first-page":"4020","volume-title":"Proc. 2017 IEEE Int. Conf. Computer Vision (ICCV)","author":"Cai B.","year":"2017"},{"key":"S0218001423540034BIB003","first-page":"664","volume-title":"Design, Manufacturing and Mechatronics: Proceedings of the 2015 International Conference on Design, Manufacturing and Mechatronics","author":"Deng Y.-P.","year":"2016"},{"issue":"12","key":"S0218001423540034BIB005","doi-asserted-by":"crossref","first-page":"4965","DOI":"10.1109\/TIP.2015.2474701","volume":"24","author":"Fu X.","year":"2015","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB006","doi-asserted-by":"crossref","first-page":"2782","DOI":"10.1109\/CVPR.2016.304","volume-title":"Proc. 2016 IEEE Conf. Computer Vision and Pattern Recognition (CVPR)","author":"Fu X.","year":"2016"},{"key":"S0218001423540034BIB007","doi-asserted-by":"crossref","first-page":"3239","DOI":"10.1109\/TIP.2019.2958144","volume":"29","author":"Gu Z.","year":"2019","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB008","first-page":"2242","volume-title":"Proc. 2019 IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP 2019)","author":"Gu Y.","year":"2019"},{"issue":"10","key":"S0218001423540034BIB009","doi-asserted-by":"crossref","first-page":"3218","DOI":"10.1109\/TIP.2015.2439035","volume":"24","author":"Gu K.","year":"2015","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB010","first-page":"1780","volume-title":"Proc. 2020 IEEE Conf. Computer Vision and Pattern Recognition (CVPR)","author":"Guo C. G.","year":"2020"},{"issue":"2","key":"S0218001423540034BIB011","doi-asserted-by":"crossref","first-page":"982","DOI":"10.1109\/TIP.2016.2639450","volume":"26","author":"Guo X.","year":"2017","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB012","first-page":"770","volume-title":"Proc. 2016 IEEE Conf. Computer Vision and Pattern Recognition","author":"He K.","year":"2016"},{"key":"S0218001423540034BIB013","first-page":"4700","volume-title":"Proc. 2017 IEEE Conf. Computer Vision and Pattern Recognition","author":"Huang G.","year":"2017"},{"key":"S0218001423540034BIB014","doi-asserted-by":"crossref","first-page":"2340","DOI":"10.1109\/TIP.2021.3051462","volume":"30","author":"Jiang Y.","year":"2021","journal-title":"IEEE Trans. Image Process."},{"issue":"7","key":"S0218001423540034BIB015","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1109\/83.597272","volume":"6","author":"Jobson D.","year":"1997","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"S0218001423540034BIB016","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1109\/83.557356","volume":"6","author":"Jobson D.","year":"1997","journal-title":"IEEE Trans. Image Process."},{"issue":"12","key":"S0218001423540034BIB017","doi-asserted-by":"crossref","first-page":"5802","DOI":"10.1109\/TIP.2018.2858541","volume":"27","author":"Lecca M.","year":"2018","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB018","doi-asserted-by":"crossref","first-page":"3543","DOI":"10.1109\/TIP.2021.3062724","volume":"30","author":"Lecca M.","year":"2021","journal-title":"IEEE Trans. Image Process."},{"journal-title":"ACM Trans. Multimed. Comput. Commun. Appl.","year":"2022","author":"Leng H.","key":"S0218001423540034BIB019"},{"issue":"2","key":"S0218001423540034BIB020","doi-asserted-by":"crossref","first-page":"1854002","DOI":"10.1142\/S0218001418540022","volume":"32","author":"Li G.","year":"2018","journal-title":"Int. J. Pattern Recognit. Artif. Intell."},{"issue":"6","key":"S0218001423540034BIB021","doi-asserted-by":"crossref","first-page":"2828","DOI":"10.1109\/TIP.2018.2810539","volume":"27","author":"Li M.","year":"2018","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB022","first-page":"3730","volume-title":"Proc. 2015 IEEE Int. Conf. Image Processing (ICIP)","author":"Li L.","year":"2015"},{"key":"S0218001423540034BIB023","first-page":"1833","volume-title":"Proc. 2021 IEEE\/CVF Int. Conf. Computer Vision","author":"Liang J.","year":"2021"},{"key":"S0218001423540034BIB024","first-page":"1618","volume-title":"Proc. 2020 IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP 2020)","author":"Lin J.-A.","year":"2020"},{"key":"S0218001423540034BIB025","first-page":"10012","volume-title":"Proc. 2021 IEEE\/CVF Int. Conf. Computer Vision","author":"Liu Z.","year":"2021"},{"key":"S0218001423540034BIB026","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.cviu.2018.10.010","volume":"178","author":"Loh Y. P.","year":"2019","journal-title":"Comput. Vis. Image Understand."},{"issue":"3","key":"S0218001423540034BIB027","doi-asserted-by":"crossref","first-page":"2154008","DOI":"10.1142\/S0218001421540082","volume":"35","author":"Mathur M.","year":"2021","journal-title":"Int. J. Pattern Recognit. Artif. Intell."},{"issue":"3","key":"S0218001423540034BIB028","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1109\/LSP.2012.2227726","volume":"20","author":"Mittal A.","year":"2013","journal-title":"IEEE Signal Process. Lett."},{"key":"S0218001423540034BIB029","first-page":"1","volume-title":"Proc. 2013 Int. Conf. Electrical Information and Communication Technology (EICT)","author":"Moniruzzaman M.","year":"2014"},{"key":"S0218001423540034BIB030","doi-asserted-by":"crossref","first-page":"107480","DOI":"10.1016\/j.patcog.2020.107480","volume":"107","author":"Peng J.","year":"2020","journal-title":"Pattern Recognit."},{"key":"S0218001423540034BIB031","first-page":"1","volume-title":"Proc. 2018 IEEE Int. Symp. Circuits and Systems (ISCAS)","author":"Ren X.","year":"2018"},{"key":"S0218001423540034BIB032","doi-asserted-by":"crossref","first-page":"5862","DOI":"10.1109\/TIP.2020.2984098","volume":"29","author":"Ren X.","year":"2020","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB033","doi-asserted-by":"crossref","first-page":"103275","DOI":"10.1016\/j.artint.2020.103275","volume":"284","author":"Singh R.","year":"2020","journal-title":"Artif. Intell."},{"key":"S0218001423540034BIB034","first-page":"6000","volume-title":"Advances in Neural Information Processing Systems","volume":"30","author":"Vaswani A.","year":"2017"},{"key":"S0218001423540034BIB035","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.patcog.2018.03.009","volume":"80","author":"Wang W.","year":"2018","journal-title":"Pattern Recognit."},{"issue":"11","key":"S0218001423540034BIB036","doi-asserted-by":"crossref","first-page":"5679","DOI":"10.1109\/TIP.2019.2922106","volume":"28","author":"Wang Y.-F.","year":"2019","journal-title":"IEEE Trans. Image Process."},{"issue":"9","key":"S0218001423540034BIB037","doi-asserted-by":"crossref","first-page":"3538","DOI":"10.1109\/TIP.2013.2261309","volume":"22","author":"Wang S.","year":"2013","journal-title":"IEEE Trans. Image Process."},{"volume-title":"Proc. British Machine Vision Conf.","year":"2018","author":"Wei C.","key":"S0218001423540034BIB038"},{"key":"S0218001423540034BIB039","doi-asserted-by":"crossref","first-page":"5022","DOI":"10.1109\/TIP.2020.2974060","volume":"29","author":"Xu J.","year":"2020","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB040","doi-asserted-by":"crossref","first-page":"2072","DOI":"10.1109\/TIP.2021.3050850","volume":"30","author":"Yang W.","year":"2021","journal-title":"IEEE Trans. Image Process."},{"key":"S0218001423540034BIB041","first-page":"1632","volume-title":"Proc. 27th ACM Int. Conf. Multimedia (MM\u201919)","author":"Zhang Y.","year":"2019"},{"key":"S0218001423540034BIB042","first-page":"1","volume-title":"Proc. 2020 IEEE Int. Conf. Multimedia and Expo (ICME)","author":"Zhu A.","year":"2020"}],"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218001423540034","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,22]],"date-time":"2023-03-22T09:18:56Z","timestamp":1679476736000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0218001423540034"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,28]]},"references-count":41,"journal-issue":{"issue":"03","published-print":{"date-parts":[[2023,3,15]]}},"alternative-id":["10.1142\/S0218001423540034"],"URL":"https:\/\/doi.org\/10.1142\/s0218001423540034","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"type":"print","value":"0218-0014"},{"type":"electronic","value":"1793-6381"}],"subject":[],"published":{"date-parts":[[2023,1,28]]},"article-number":"2354003"}}