{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T19:05:11Z","timestamp":1777575911987,"version":"3.51.4"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2015,8,1]],"date-time":"2015-08-01T00:00:00Z","timestamp":1438387200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100002341","name":"Academy of Finland","doi-asserted-by":"publisher","award":["251286"],"award-info":[{"award-number":["251286"]}],"id":[{"id":"10.13039\/501100002341","id-type":"DOI","asserted-by":"publisher"}]},{"name":"strategic Funds of the University of Oulu, Finland","award":["24500347"],"award-info":[{"award-number":["24500347"]}]},{"name":"Infotech Oulu, Finland","award":["24500111"],"award-info":[{"award-number":["24500111"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["60972124"],"award-info":[{"award-number":["60972124"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National High-Tech Research and Development Program (863 Program) of China","award":["2009AA01Z321"],"award-info":[{"award-number":["2009AA01Z321"]}]},{"DOI":"10.13039\/501100013286","name":"Research Fund for the Doctoral Program of Higher Education of China","doi-asserted-by":"crossref","award":["20110201110012"],"award-info":[{"award-number":["20110201110012"]}],"id":[{"id":"10.13039\/501100013286","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/tip.2015.2419084","type":"journal-article","created":{"date-parts":[[2015,4,1]],"date-time":"2015-04-01T19:25:46Z","timestamp":1427916346000},"page":"2502-2514","source":"Crossref","is-referenced-by-count":220,"title":["Background Subtraction Based on Low-Rank and Structured Sparse Decomposition"],"prefix":"10.1109","volume":"24","author":[{"given":"Xin","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guoying","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiawen","family":"Yao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chun","family":"Qi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref33","first-page":"64","article-title":"Learning with dynamic group sparsity","author":"huang","year":"2009","journal-title":"Proc IEEE 12th Int Conf Comput Vis"},{"key":"ref32","first-page":"257","article-title":"Sparse signal recovery using Markov random fields","author":"cevher","year":"2008","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref31","first-page":"1","article-title":"Robust principal component analysis based on low-rank and block-sparse matrix decomposition","author":"tang","year":"2011","journal-title":"Proc 45th Annu Conf Inf Sci Syst"},{"key":"ref30","first-page":"2496","article-title":"Robust PCA via outlier pursuit","author":"xu","year":"2010","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2014.6890200"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288341"},{"key":"ref35","first-page":"331","article-title":"Robust and practical face recognition via structured sparsity","author":"jia","year":"2012","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref34","first-page":"1558","article-title":"Network flow algorithms for structured sparsity","author":"mairal","year":"2010","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.132"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288776"},{"key":"ref29","first-page":"2080","article-title":"Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization","author":"wright","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.1999.784637"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2008.11.007"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288171"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2013.11.009"},{"key":"ref24","first-page":"690","article-title":"Block-sparse RPCA for consistent foreground detection","author":"gao","year":"2012","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2012.6467087"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.224"},{"key":"ref25","first-page":"126","article-title":"A probabilistic approach to robust matrix factorization","author":"wang","year":"2012","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1080\/10556788.2012.700713"},{"key":"ref51","article-title":"A block Lanczos with warm start technique for accelerating nuclear norm minimization algorithms","author":"lin","year":"2010"},{"key":"ref55","first-page":"33","article-title":"GoDec: Randomized low-rank & sparse matrix decomposition in noisy case","author":"zhou","year":"2011","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2197748"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-011-0029-5"},{"key":"ref52","article-title":"Fast first-order methods for stable principal component pursuit","author":"aybat","year":"2011"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.68"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.rti.2004.12.004"},{"key":"ref40","first-page":"1","article-title":"Robust estimation of foreground in surveillance videos by sparse error estimation","author":"dikmen","year":"2008","journal-title":"Proc Int Conf Pattern Recognit (ICPR)"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"804","DOI":"10.1109\/TCSVT.2011.2133270","article-title":"Hierarchical method for foreground detection using codebook model","volume":"21","author":"guo","year":"2011","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.924285"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2012.6238922"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2101613"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2012.6238925"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2013.2243053"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2008.11.005"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995508"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2075938"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1333992"},{"key":"ref6","first-page":"751","article-title":"Non-parametric model for background subtraction","author":"elgammal","year":"2000","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.03.013"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.836169"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/34.868684"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0530-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.213"},{"key":"ref46","first-page":"291","article-title":"A benchmark dataset for outdoor foreground\/background extraction","author":"vacavant","year":"2012","journal-title":"Proc ACCV Workshops"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2012.6238919"},{"key":"ref48","first-page":"612","article-title":"Linearized alternating direction method with adaptive penalty for low-rank representation","author":"lin","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref47","article-title":"Sparse and low-rank matrix decomposition via alternating direction methods","author":"yuan","year":"2009","journal-title":"Optim Online"},{"key":"ref42","first-page":"3371","article-title":"Learning with structured sparsity","volume":"12","author":"huang","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Roy Statist Soc B Statist Methodol"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1631272.1631370"},{"key":"ref43","article-title":"The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices","author":"lin","year":"2010"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/7086144\/07076585.pdf?arnumber=7076585","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T20:27:06Z","timestamp":1747859226000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7076585\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":55,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tip.2015.2419084","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,8]]}}}