{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T04:24:31Z","timestamp":1751430271961,"version":"3.28.0"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1109\/icassp.2018.8462041","type":"proceedings-article","created":{"date-parts":[[2018,9,21]],"date-time":"2018-09-21T22:24:48Z","timestamp":1537568688000},"page":"2411-2415","source":"Crossref","is-referenced-by-count":3,"title":["Robust Principal Component Analysis with Matrix Factorization"],"prefix":"10.1109","author":[{"given":"Yongyong","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yicong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1109\/TGRS.2017.2706326"},{"key":"ref11","first-page":"126","article-title":"A probabilistic approach to robust matrix factorization","author":"wang","year":"2012","journal-title":"European Conference on Computer Vision"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/ICCV.2013.169"},{"key":"ref13","first-page":"55","article-title":"Robust principal component analysis with complex noise","author":"zhao","year":"2014","journal-title":"International Conference on Machine Learning"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1109\/ICDM.2014.80"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1007\/BF02289451"},{"key":"ref16","first-page":"289","article-title":"Convex analysis approach to dc programming: Theory, algorithms and applications","volume":"22","author":"tao","year":"1997","journal-title":"Acta Mathematica Vietnamica"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1137\/080716542"},{"key":"ref18","first-page":"1107","article-title":"Non-convex robust pca","author":"netrapalli","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref19","first-page":"33","article-title":"Godec: Randomized low-rank and sparse matrix decomposition in noisy case","author":"zhou","year":"2011","journal-title":"International Conference on Machine Learning"},{"key":"ref4","article-title":"Sparse and low rank matrix decomposition via alternating direction method","volume":"9","author":"yuan","year":"2009","journal-title":"Pacific Journal of Optimization"},{"year":"2010","author":"lin","journal-title":"The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices","key":"ref3"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1007\/s11263-016-0930-5"},{"key":"ref5","first-page":"1","article-title":"Fast alternating linearization methods for minimizing the sum of two convex functions","author":"goldfarb","year":"2013","journal-title":"Mathematical Programming"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1109\/TIP.2016.2599290"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1145\/2487575.2487604"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1137\/080738970"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1145\/1970392.1970395"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1109\/ICDM.2015.15"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/TIP.2007.901238"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1109\/JSTARS.2015.2398433"},{"key":"ref21","first-page":"4729","volume":"52","author":"zhang","year":"2014","journal-title":"Hyperspectral image restoration using low-rank matrix recovery"}],"event":{"name":"ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2018,4,15]]},"location":"Calgary, AB","end":{"date-parts":[[2018,4,20]]}},"container-title":["2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8450881\/8461260\/08462041.pdf?arnumber=8462041","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T04:28:48Z","timestamp":1598243328000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8462041\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/icassp.2018.8462041","relation":{},"subject":[],"published":{"date-parts":[[2018,4]]}}}