{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T14:50:42Z","timestamp":1779202242708,"version":"3.51.4"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2017,9,1]],"date-time":"2017-09-01T00:00:00Z","timestamp":1504224000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61373059"],"award-info":[{"award-number":["61373059"]}],"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":["61672279"],"award-info":[{"award-number":["61672279"]}],"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":["41505022"],"award-info":[{"award-number":["41505022"]}],"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":["11626143"],"award-info":[{"award-number":["11626143"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004608","name":"National Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["BK20150016"],"award-info":[{"award-number":["BK20150016"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["020214380034\/4-3"],"award-info":[{"award-number":["020214380034\/4-3"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1109\/tgrs.2017.2706326","type":"journal-article","created":{"date-parts":[[2017,6,27]],"date-time":"2017-06-27T18:18:27Z","timestamp":1498587507000},"page":"5366-5380","source":"Crossref","is-referenced-by-count":220,"title":["Denoising of Hyperspectral Images Using Nonconvex Low Rank Matrix Approximation"],"prefix":"10.1109","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1970-1993","authenticated-orcid":false,"given":"Yongyong","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7605-5206","authenticated-orcid":false,"given":"Yanwen","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongli","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chong","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guoping","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"33","article-title":"GoDec: Randomized low-rank & sparse matrix decomposition in noisy case","author":"zhou","year":"2011","journal-title":"Proc 28th Int Conf Mach Learn"},{"key":"ref38","first-page":"1081","article-title":"Analysis of multi-stage convex relaxation for sparse regularization","volume":"11","author":"zhang","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-017-1084-9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS729"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1198\/016214501753382273"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2363101"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.271"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2015.15"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"877","DOI":"10.1007\/s00041-008-9045-x","article-title":"Enhancing sparsity by reweighted $\\ell_{1}$ minimization","volume":"14","author":"cand\u00e8s","year":"2007","journal-title":"J Fourier Anal Appl"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1993.10485033"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2547879"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2398433"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2452812"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1071\/WF09081"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.07.028"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2008.915736"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.567"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIG.2011.160"},{"key":"ref24","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 (NIPS)"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916641"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/2150704X.2014.973997"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref50","year":"0"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref56","year":"2016","journal-title":"EO-1 Hyperion Australia Images"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2259245"},{"key":"ref54","year":"2016","journal-title":"HYDICE Urban Images"},{"key":"ref53","year":"2016","journal-title":"HYDICE Image of Washington DC Mall"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2109730"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2098413"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2247562"},{"key":"ref40","first-page":"1206","article-title":"A subspace learning approach for high dimensional matrix decomposition with efficient column\/row sampling","author":"rahmani","year":"2016","journal-title":"Proc 33rd Int Conf Mach Learn"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/07038992.2016.1158094"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.187"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881969"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459452"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2226730"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2187063"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.32.001604"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2321557"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2011.03.007"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2284280"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/79.974718"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2532380"},{"key":"ref7","first-page":"115","article-title":"Principal component analysis for hyperspectral image classification","volume":"62","author":"rodarmel","year":"2002","journal-title":"Surv Land Inf Sci"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1137\/080730421"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/79.974724"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2100850"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2564639"},{"key":"ref48","author":"ga\u00efffas","year":"2011","journal-title":"Weighted algorithms for compressed sensing and matrix completion"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2014.12.023"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2012.09.014"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2511584"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1515\/jip-2012-0030"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/8016688\/07959547.pdf?arnumber=7959547","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T17:04:26Z","timestamp":1642007066000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7959547\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9]]},"references-count":56,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2017.2706326","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,9]]}}}