{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T16:16:58Z","timestamp":1788452218269,"version":"build-2803163510"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573248"],"award-info":[{"award-number":["61573248"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61375012"],"award-info":[{"award-number":["61375012"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61362031"],"award-info":[{"award-number":["61362031"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602270"],"award-info":[{"award-number":["61602270"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672358"],"award-info":[{"award-number":["61672358"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2016M590812"],"award-info":[{"award-number":["2016M590812"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2016M590100"],"award-info":[{"award-number":["2016M590100"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Research Grant of The Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["G-UC42"],"award-info":[{"award-number":["G-UC42"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Municipal Science and Technology Innovation Council","award":["JCYJ20150324141711637"],"award-info":[{"award-number":["JCYJ20150324141711637"]}]},{"name":"Shenzhen Municipal Science and Technology Innovation Council","award":["JCYJ20160429182058044"],"award-info":[{"award-number":["JCYJ20160429182058044"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/tip.2017.2691543","type":"journal-article","created":{"date-parts":[[2017,4,28]],"date-time":"2017-04-28T14:22:49Z","timestamp":1493389369000},"page":"2905-2917","source":"Crossref","is-referenced-by-count":143,"title":["Low-Rank Embedding for Robust Image Feature Extraction"],"prefix":"10.1109","volume":"26","author":[{"given":"Wai Keung","family":"Wong","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4388-3080","authenticated-orcid":false,"given":"Zhihui","family":"Lai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiajun","family":"Wen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaozhao","family":"Fang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1215-4915","authenticated-orcid":false,"given":"Yuwu","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","volume":"14","author":"belkin","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2273665"},{"key":"ref33","first-page":"315","article-title":"Foreground detection via robust low rank matrix decomposition including spatio-temporal constraint","author":"guyon","year":"2012","journal-title":"International Workshop on Background Model Challenges"},{"key":"ref32","first-page":"1959","article-title":"Colorization by patch-based local low-rank matrix completion","author":"yao","year":"2015","journal-title":"Proc 29th AAAI Conf Artif Intell"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-015-1075-1"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.35"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2192742"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2013.11.009"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/100817206"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288171"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1109\/TPAMI.2005.55","article-title":"Face recognition using Laplacianfaces","volume":"27","author":"he","year":"2005","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"2268","DOI":"10.1126\/science.290.5500.2268","article-title":"The manifold ways of perception","volume":"290","author":"seung","year":"2000","journal-title":"Science"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881945"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.06.022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.05.014"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2303798"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.protcy.2012.05.100"},{"key":"ref16","first-page":"1208","article-title":"Neighborhood preserving embedding","author":"he","year":"2005","journal-title":"Proc IEEE Int Conf Comput Vis (ICCV)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1131"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2422994"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36669-7_23"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"946","DOI":"10.1109\/TSMCB.2005.863377","article-title":"BDPCA plus LDA: A novel fast feature extraction technique for face recognition","volume":"36","author":"zuo","year":"2006","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2306063"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2007.906579"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2003.818352"},{"key":"ref29","first-page":"235","article-title":"Fast low-rank semidefinite programming for embedding and clustering","author":"kulis","year":"2007","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1198\/016214502760047131"},{"key":"ref8","first-page":"1062","article-title":"Optimal mean robust principal component analysis","volume":"32","author":"nie","year":"2014","journal-title":"Proc 31st Int Conf Mach Learn"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2306844"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/34.598228"},{"key":"ref9","first-page":"2328","article-title":"Non-negative low rank and sparse graph for semi-supervised learning","author":"zhuang","year":"2012","journal-title":"Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.1991.3.1.71"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.05.001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1251154"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"858","DOI":"10.1109\/TIP.2009.2038764","article-title":"Learning with $\\ell ^{1}$ graph for image analysis","volume":"19","author":"cheng","year":"2010","journal-title":"IEEE Trans Image Process"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.05.005"},{"key":"ref42","first-page":"1813","article-title":"Efficient and robust feature selection via joint $\\ell _{2,1}$ norms minimization","volume":"23","author":"nie","year":"2010","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2027473"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1137\/080730421"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2343458"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/080738970"},{"key":"ref25","first-page":"1","article-title":"Robust subspace segmentation by low-rank representation","author":"liu","year":"2010","journal-title":"Proc Int Conf Mach Learn"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/7896673\/07893780.pdf?arnumber=7893780","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:14:05Z","timestamp":1641986045000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7893780\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":46,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tip.2017.2691543","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6]]}}}