{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:19:30Z","timestamp":1740133170955,"version":"3.37.3"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2014,11,1]],"date-time":"2014-11-01T00:00:00Z","timestamp":1414800000000},"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 Science Foundation of China","doi-asserted-by":"crossref","award":["61305009"],"award-info":[{"award-number":["61305009"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"National Science Foundation, Canadian Nutrition Society","award":["1314484"],"award-info":[{"award-number":["1314484"]}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research (ONR)","doi-asserted-by":"publisher","award":["N00014-12-1-1028"],"award-info":[{"award-number":["N00014-12-1-1028"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ONR Young Investigator","award":["N00014-14-1-0484"],"award-info":[{"award-number":["N00014-14-1-0484"]}]},{"DOI":"10.13039\/100000183","name":"U.S. Army Research Office","doi-asserted-by":"crossref","award":["W911NF-13-1-0160"],"award-info":[{"award-number":["W911NF-13-1-0160"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Video Technol."],"published-print":{"date-parts":[[2014,11]]},"DOI":"10.1109\/tcsvt.2014.2329375","type":"journal-article","created":{"date-parts":[[2014,6,5]],"date-time":"2014-06-05T18:06:39Z","timestamp":1401991599000},"page":"1885-1897","source":"Crossref","is-referenced-by-count":7,"title":["Submanifold Decomposition"],"prefix":"10.1109","volume":"24","author":[{"family":"Ya Su","sequence":"first","affiliation":[]},{"family":"Sheng Li","sequence":"additional","affiliation":[]},{"family":"Shengjin Wang","sequence":"additional","affiliation":[]},{"family":"Yun Fu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref39","DOI":"10.1162\/jocn.1991.3.1.71"},{"doi-asserted-by":"publisher","key":"ref38","DOI":"10.1162\/089976600300015349"},{"key":"ref33","first-page":"119","article-title":"Think globally, fit locally: Unsupervised learning of low dimensional manifolds","volume":"4","author":"saul","year":"2003","journal-title":"J Mach Learn Res"},{"doi-asserted-by":"publisher","key":"ref32","DOI":"10.1126\/science.290.5500.2323"},{"key":"ref31","first-page":"333","article-title":"Supervised locally linear embedding","author":"de ridder","year":"2003","journal-title":"Proc Joint Int Conf Artif Neural Netw Neural Inform Process"},{"doi-asserted-by":"publisher","key":"ref30","DOI":"10.1109\/ICPR.2004.1333802"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"ref36","first-page":"1755","article-title":"Submanifold decomposition","author":"su","year":"2012","journal-title":"Proc 21st Int Conf Pattern Recognit ICPR"},{"key":"ref35","first-page":"1","article-title":"A generalised solution to the out-of-sample extension problem in manifold learning","author":"strange","year":"2011","journal-title":"Proc 25th AAAI Conf Artif Intell"},{"doi-asserted-by":"publisher","key":"ref34","DOI":"10.1109\/TPAMI.2003.1251154"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1016\/j.eswa.2012.01.060"},{"doi-asserted-by":"publisher","key":"ref27","DOI":"10.1016\/S1077-2014(98)90003-1"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1109\/CVPR.2010.5539980"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1109\/34.598228"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1109\/CVPR.2007.383280"},{"key":"ref20","first-page":"1208","article-title":"Neighborhood preserving embedding","author":"he","year":"2005","journal-title":"Proc IEEE Int Conf Comput Vis"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","author":"joliffe","year":"1986","journal-title":"Principal Component Analysis"},{"key":"ref21","article-title":"Locality preserving projections","author":"he","year":"2003","journal-title":"Proc Adv Neural Inform Process Syst"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1109\/TPAMI.2007.1131"},{"key":"ref23","first-page":"103","article-title":"Application of the Karhunen–Loève procedure for the characterization of human faces","volume":"12","author":"kirby","year":"1990","journal-title":"Machine Learning and Knowledge Discovery in Databases"},{"doi-asserted-by":"publisher","key":"ref26","DOI":"10.1109\/ICIP.2010.5652540"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1109\/ICME.2007.4285024"},{"doi-asserted-by":"publisher","key":"ref50","DOI":"10.1137\/S1064827502419154"},{"doi-asserted-by":"publisher","key":"ref51","DOI":"10.1016\/j.sigpro.2007.03.006"},{"key":"ref10","first-page":"1","article-title":"Graph embedded analysis for head pose estimation","author":"fu","year":"2006","journal-title":"Proc Int Conf Autom Face Gesture Recognit"},{"doi-asserted-by":"publisher","key":"ref40","DOI":"10.1109\/ICPR.2002.1048350"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"1741","DOI":"10.1109\/TCSVT.2008.2004933","article-title":"Locality versus globality: Query-driven localized linear models for facial image computing","volume":"18","author":"fu","year":"2008","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/CVPR.2007.383410"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"2229","DOI":"10.1109\/TPAMI.2008.154","article-title":"Correlation metric for generalized feature extraction","volume":"30","author":"fu","year":"2008","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"year":"1990","author":"fukunaga","journal-title":"Introduction to Statistical Pattern Recognition Second Edition","key":"ref14"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1109\/TSMCB.2005.850151"},{"key":"ref16","article-title":"Multi-manifold semi-supervised learning","author":"goldberg","year":"2009","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref17","article-title":"Estimating face orientation from robust detection of salient facial features","author":"gourier","year":"2004","journal-title":"Int Workshop on Visual Observation of Deictic Gestures"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1109\/IWASID.2007.373716"},{"key":"ref19","article-title":"Tensor subspace analysis","author":"he","year":"2006","journal-title":"Proc Adv Neural Inform Process Syst"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1162\/089976603321780317"},{"key":"ref3","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","volume":"14","author":"belkin","year":"2002","journal-title":"Adv Neural Inform Process Syst"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1109\/TPAMI.2010.197"},{"key":"ref5","first-page":"1","article-title":"Out-of-sample extensions for LLE, ISOMAP, MDS, eigenmaps, and spectral clustering","author":"bengio","year":"2003","journal-title":"Proc Adv Neural Inform Process Syst"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"doi-asserted-by":"publisher","key":"ref49","DOI":"10.1016\/j.neucom.2006.11.007"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/CCPR.2009.5343987"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1007\/s11263-012-0567-y"},{"key":"ref46","first-page":"615","article-title":"Extended ISOMAP for classification","volume":"3","author":"yang","year":"2002","journal-title":"Proc Int Conf Pattern Recognit"},{"doi-asserted-by":"publisher","key":"ref45","DOI":"10.1109\/TPAMI.2007.250598"},{"doi-asserted-by":"publisher","key":"ref48","DOI":"10.1109\/TSMCB.2009.2027473"},{"doi-asserted-by":"publisher","key":"ref47","DOI":"10.1016\/j.patcog.2011.01.019"},{"doi-asserted-by":"publisher","key":"ref42","DOI":"10.1007\/978-3-540-87481-2_37"},{"doi-asserted-by":"publisher","key":"ref41","DOI":"10.1145\/775047.775143"},{"doi-asserted-by":"publisher","key":"ref44","DOI":"10.1109\/TIP.2008.2006400"},{"doi-asserted-by":"publisher","key":"ref43","DOI":"10.1109\/TNN.2011.2147798"}],"container-title":["IEEE Transactions on Circuits and Systems for Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/76\/6937229\/06826574.pdf?arnumber=6826574","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:27:59Z","timestamp":1642004879000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6826574\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11]]},"references-count":51,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tcsvt.2014.2329375","relation":{},"ISSN":["1051-8215","1558-2205"],"issn-type":[{"type":"print","value":"1051-8215"},{"type":"electronic","value":"1558-2205"}],"subject":[],"published":{"date-parts":[[2014,11]]}}}