{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:56:40Z","timestamp":1760709400225,"version":"3.37.3"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"23","license":[{"start":{"date-parts":[[2017,12,1]],"date-time":"2017-12-01T00:00:00Z","timestamp":1512086400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,12,1]],"date-time":"2017-12-01T00:00:00Z","timestamp":1512086400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,12,1]],"date-time":"2017-12-01T00:00:00Z","timestamp":1512086400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2017,12,1]],"date-time":"2017-12-01T00:00:00Z","timestamp":1512086400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation (NSF)","doi-asserted-by":"publisher","award":["CCF-1552497"],"award-info":[{"award-number":["CCF-1552497"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CCF-1320547"],"award-info":[{"award-number":["CCF-1320547"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2017,12,1]]},"DOI":"10.1109\/tsp.2017.2749206","type":"journal-article","created":{"date-parts":[[2017,9,4]],"date-time":"2017-09-04T18:07:08Z","timestamp":1504548428000},"page":"6276-6291","source":"Crossref","is-referenced-by-count":32,"title":["Innovation Pursuit: A New Approach to Subspace Clustering"],"prefix":"10.1109","volume":"65","author":[{"given":"Mostafa","family":"Rahmani","sequence":"first","affiliation":[]},{"given":"George K.","family":"Atia","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-8176-4948-7","author":"foucart","year":"2013","journal-title":"A Mathematical Introduction to Compressive Sensing"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.92"},{"key":"ref33","first-page":"3401","article-title":"Finding a sparse vector in a subspace: Linear sparsity using alternating directions","author":"qu","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref32","first-page":"2753","article-title":"Greedy subspace clustering","author":"park","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref31","first-page":"64","article-title":"Provable subspace clustering: When LRR meets SSC","author":"wang","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"article-title":"A direction search and spectral clustering based approach to subspace clustering","year":"2017","author":"rahmani","key":"ref30"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.382974"},{"key":"ref36","first-page":"2864","article-title":"Coherence pursuit: Fast, simple, and robust subspace recovery","author":"rahmani","year":"2017","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref34","first-page":"3087","article-title":"Exact recovery of sparsely-used dictionaries","author":"spielman","year":"2013","journal-title":"Proc 23rd Int Joint Conf Artif Intell"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2472520"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2749206"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1034"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.244"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2009.5457695"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0178-9"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2003.1211332"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-013-0317-y"},{"key":"ref28","first-page":"2487","article-title":"Greedy feature selection for subspace clustering","volume":"14","author":"dyer","year":"2013","journal-title":"J Mach Learn Res"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1177153"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2645515"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.482"},{"journal-title":"Pattern Recognition and Machine Learning","year":"2006","author":"bishop","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-014-9221-0"},{"key":"ref7","first-page":"749","article-title":"A novel m-estimator for robust PCA","volume":"15","author":"zhang","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2017.2723472"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.939739"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2327238"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1497577.1497578"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2006.178"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2007.07.005"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1162\/089976699300016728"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008324625522"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/358669.358692"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30212-4_2"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/78\/8053877\/8025624-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/8053877\/08025624.pdf?arnumber=8025624","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:49:00Z","timestamp":1649443740000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8025624\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,1]]},"references-count":39,"journal-issue":{"issue":"23"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2017.2749206","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2017,12,1]]}}}