{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,4]],"date-time":"2022-04-04T04:26:28Z","timestamp":1649046388820},"reference-count":65,"publisher":"Elsevier BV","issue":"4","content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Image and Vision Computing"],"published-print":{"date-parts":[[2013,4]]},"DOI":"10.1016\/j.imavis.2012.12.003","type":"journal-article","created":{"date-parts":[[2013,2,18]],"date-time":"2013-02-18T15:50:58Z","timestamp":1361202658000},"page":"291-310","update-policy":"http:\/\/dx.doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":15,"title":["Homeomorphic Manifold Analysis (HMA): Generalized separation of style and content on manifolds"],"prefix":"10.1016","volume":"31","author":[{"given":"Ahmed","family":"Elgammal","sequence":"first","affiliation":[]},{"given":"Chan-Su","family":"Lee","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"5500","key":"10.1016\/j.imavis.2012.12.003_bb0005","doi-asserted-by":"crossref","first-page":"2268","DOI":"10.1126\/science.290.5500.2268","article-title":"The manifold ways of perception","volume":"290","author":"Sebastian Seung","year":"2000","journal-title":"Science"},{"key":"10.1016\/j.imavis.2012.12.003_bb0010","first-page":"682","article-title":"Mapping a manifold of perceptual observations","volume":"vol. 10","author":"Tenenbaum","year":"1998"},{"key":"10.1016\/j.imavis.2012.12.003_bb0015","series-title":"Proc. IEEE Workshop on Human Modeling, Analysis and Synthesis","first-page":"10","article-title":"Learning statistical models of human motion","author":"Bowden","year":"2000"},{"key":"10.1016\/j.imavis.2012.12.003_bb0020","first-page":"681","article-title":"Inferring 3d body pose from silhouettes using activity manifold learning","volume":"vol. 2","author":"Elgammal","year":"2004"},{"key":"10.1016\/j.imavis.2012.12.003_bb0025","series-title":"Principal Component Analysis","author":"Jolliffe","year":"1986"},{"issue":"1","key":"10.1016\/j.imavis.2012.12.003_bb0030","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1162\/jocn.1991.3.1.71","article-title":"Eigenfaces for recognition","volume":"3","author":"Turk","year":"1991","journal-title":"J. Cogn. Neurosci."},{"key":"10.1016\/j.imavis.2012.12.003_bb0035","series-title":"Proc. of ECCV","first-page":"45","article-title":"Eigenfaces vs. fisherfaces: recognition using class specific linear projection","author":"Belhumeur","year":"1996"},{"issue":"1","key":"10.1016\/j.imavis.2012.12.003_bb0040","first-page":"38","article-title":"Active shape models: their training and applications","volume":"61","author":"Cootes","year":"1995","journal-title":"CVIU"},{"key":"10.1016\/j.imavis.2012.12.003_bb0045","series-title":"Proc. of ECCV","first-page":"635","article-title":"Principal component analysis over continuous subspaces and intersection of half-spaces","author":"Levin","year":"2002"},{"issue":"1","key":"10.1016\/j.imavis.2012.12.003_bb0050","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/BF01421486","article-title":"Visual learning and recognition of 3d objects from appearance","volume":"14","author":"Murase","year":"1995","journal-title":"IJCV"},{"key":"10.1016\/j.imavis.2012.12.003_bb0055","doi-asserted-by":"crossref","first-page":"1247","DOI":"10.1162\/089976600300015349","article-title":"Separating style and content with bilinear models","volume":"12","author":"Tenenbaum","year":"2000","journal-title":"Neural Comput."},{"key":"10.1016\/j.imavis.2012.12.003_bb0060","series-title":"Proc. of ECCV","first-page":"447","article-title":"Multilinear analysis of image ensembles: tensorfaces","author":"Alex","year":"2002"},{"key":"10.1016\/j.imavis.2012.12.003_bb0065","series-title":"Matrix Differential Calculus with Applications in Statistics and Econometrics","author":"Magnus","year":"1988"},{"issue":"11","key":"10.1016\/j.imavis.2012.12.003_bb0070","doi-asserted-by":"crossref","first-page":"1905","DOI":"10.1364\/JOSAA.9.001905","article-title":"Linear models of surface and illuminant spectra","volume":"9","author":"Marimont","year":"1992","journal-title":"J. Opt. Soc. Am."},{"issue":"4","key":"10.1016\/j.imavis.2012.12.003_bb0075","doi-asserted-by":"crossref","first-page":"1253","DOI":"10.1137\/S0895479896305696","article-title":"A multilinear singular value decomposition","volume":"21","author":"De Lathauwer","year":"2000","journal-title":"SIAM J. Matrix Anal. Appl."},{"key":"10.1016\/j.imavis.2012.12.003_bb0080","series-title":"Proc. of CVPR","article-title":"Linear image coding of regression and classification using the tensor rank principle","author":"Shashua","year":"2001"},{"key":"10.1016\/j.imavis.2012.12.003_bb0085","first-page":"456","article-title":"Human motion signatures: analysis, synthesis, recognition","volume":"vol. 3","author":"Alex","year":"2002"},{"key":"10.1016\/j.imavis.2012.12.003_bb0090","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1007\/BF02289464","article-title":"Some mathematical notes on three-mode factor analysis","volume":"31","author":"Tucker","year":"1966","journal-title":"Psychometrika"},{"issue":"2","key":"10.1016\/j.imavis.2012.12.003_bb0095","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1007\/BF02293984","article-title":"An approach to n-model component analysis","volume":"51","author":"Kapteyn","year":"1986","journal-title":"Psychometrika"},{"key":"10.1016\/j.imavis.2012.12.003_bb0100","series-title":"Proc. of ECCV","first-page":"476","article-title":"Automatic detection and tracking of human motion with a view-based representation","author":"Fablet","year":"2002"},{"issue":"5500","key":"10.1016\/j.imavis.2012.12.003_bb0105","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"},{"issue":"6","key":"10.1016\/j.imavis.2012.12.003_bb0110","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1162\/089976603321780317","article-title":"Laplacian eigenmaps for dimensionality reduction and data representation","volume":"15","author":"Belkin","year":"2003","journal-title":"Neural Comput."},{"key":"10.1016\/j.imavis.2012.12.003_bb0115","series-title":"Proc. of the Ninth International Workshop on AI and Statistics","article-title":"A unifying theorem for spectral embedding and clustering","author":"Brand","year":"2003"},{"key":"10.1016\/j.imavis.2012.12.003_bb0120","series-title":"Proc. of NIPS","article-title":"Gaussian process latent variable models for visualization of high dimensional data","author":"Lawrence","year":"2003"},{"issue":"10","key":"10.1016\/j.imavis.2012.12.003_bb0125","doi-asserted-by":"crossref","first-page":"2197","DOI":"10.1162\/0899766041732396","article-title":"Learning eigenfunctions links spectral embedding and kernel PCA","volume":"16","author":"Bengio","year":"2004","journal-title":"Neural Comput."},{"key":"10.1016\/j.imavis.2012.12.003_bb0130","series-title":"Proceedings of ICML","first-page":"47","article-title":"A kernel view of the dimensionality reduction of manifolds","author":"Ham","year":"2004"},{"key":"10.1016\/j.imavis.2012.12.003_bb0135","series-title":"Learning with Kernels: Support Vector Machines, Regularization, Optimization and Beyond","author":"Sch\u00f6lkopf","year":"2002"},{"key":"10.1016\/j.imavis.2012.12.003_bb0140","series-title":"Proc. of NIPS","article-title":"Out-of-sample extensions for LLE, Isomap, MDS, eigenmaps, and spectral clustering","author":"Bengio","year":"2004"},{"key":"10.1016\/j.imavis.2012.12.003_bb0145","series-title":"Proc. of ICCV","first-page":"50","article-title":"Probabilistic tracking in a metric space","author":"Toyama","year":"2001"},{"key":"10.1016\/j.imavis.2012.12.003_bb0150","series-title":"Proc. of ICCV","first-page":"494","article-title":"Nonlinear manifold learning for visual speech recognition","author":"Bregler","year":"1995"},{"key":"10.1016\/j.imavis.2012.12.003_bb0155","first-page":"1237","article-title":"Shadow puppetry","volume":"vol. 2","author":"Brand","year":"1999"},{"key":"10.1016\/j.imavis.2012.12.003_bb0160","series-title":"Proc. IEEE Workshop on Human Modeling, Analysis and Synthesis","first-page":"2","article-title":"Learning and tracking human motion using functional analysis","author":"Ormoneit","year":"2000"},{"key":"10.1016\/j.imavis.2012.12.003_bb0165","series-title":"Proceedings of ICML","first-page":"96","article-title":"Generative modeling for continuous non-linearly embedded visual inference","author":"Sminchisescu","year":"2004"},{"key":"10.1016\/j.imavis.2012.12.003_bb0170","first-page":"868","article-title":"Learning appearance manifolds from video","volume":"vol. 1","author":"Rahimi","year":"2005"},{"key":"10.1016\/j.imavis.2012.12.003_bb0175","series-title":"Proc. of ICCV","first-page":"403","article-title":"Priors for people tracking from small training sets","author":"Urtasun","year":"2005"},{"key":"10.1016\/j.imavis.2012.12.003_bb0180","series-title":"Proc. of CVPR","first-page":"545","article-title":"Modeling correspondences for multi-camera tracking using nonlinear manifold learning and target dynamics","author":"Morariu","year":"2006"},{"key":"10.1016\/j.imavis.2012.12.003_bb0185","first-page":"198","article-title":"Impact of dynamics on subspace embedding and tracking of sequences","volume":"vol. 1","author":"Moon","year":"2006"},{"key":"10.1016\/j.imavis.2012.12.003_bb0190","series-title":"Proc. of CVPR","first-page":"238","article-title":"3d people tracking with Gaussian process dynamical models","author":"Urtasun","year":"2006"},{"key":"10.1016\/j.imavis.2012.12.003_bb0195","series-title":"Proc. of NIPS","article-title":"Gaussian process dynamical models","author":"Wang","year":"2005"},{"key":"10.1016\/j.imavis.2012.12.003_bb0200","series-title":"Kalman Filtering and Neural Networks","article-title":"An EM algorithm for identification of nonlinear dynamical systems","author":"Roweis","year":"2000"},{"key":"10.1016\/j.imavis.2012.12.003_bb0205","series-title":"Proc. of CVPR","first-page":"50","article-title":"Articulated pose estimation in a learned smooth space of feasible solutions","author":"Tian","year":"2005"},{"key":"10.1016\/j.imavis.2012.12.003_bb0210","series-title":"Proc. of CVPR","first-page":"1067","article-title":"On modelling nonlinear shape-and-texture appearance manifolds","author":"Christoudias","year":"2005"},{"key":"10.1016\/j.imavis.2012.12.003_bb0215","series-title":"Proc. of ICCV","article-title":"Modeling view and posture manifolds for tracking","author":"Lee","year":"2007"},{"key":"10.1016\/j.imavis.2012.12.003_bb0220","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1214\/aoms\/1177697089","article-title":"A correspondence between Bayesian estimation on stochastic processes and smoothing by splines","volume":"41","author":"Kimeldorf","year":"1970","journal-title":"Ann. Math. Stat."},{"key":"10.1016\/j.imavis.2012.12.003_bb0225","series-title":"Proc. of British Machine Vision Conference","first-page":"739","article-title":"Style adaptive Bayesian tracking using explicit manifold learning","author":"Lee","year":"2005"},{"issue":"1","key":"10.1016\/j.imavis.2012.12.003_bb0230","first-page":"31","article-title":"Nonlinear manifold learning for dynamic shape and dynamic appearance","volume":"106","author":"Elgammal","year":"2007","journal-title":"CVIU"},{"key":"10.1016\/j.imavis.2012.12.003_bb0235","series-title":"Proc. of CVPR","first-page":"44","article-title":"A new algorithm for non-rigid point matching","author":"Chui","year":"2000"},{"key":"10.1016\/j.imavis.2012.12.003_bb0240","series-title":"Proc. of ICPR","article-title":"Learning a joint manifold representation from multiple data sets","author":"Torki","year":"2010"},{"key":"10.1016\/j.imavis.2012.12.003_bb0245","series-title":"Proc. of CVPR","article-title":"Learning to track: Conceptual manifold map for closed-form tracking","author":"Elgammal","year":"2005"},{"key":"10.1016\/j.imavis.2012.12.003_bb0250","series-title":"IEEE Trans. PAMI","first-page":"520","article-title":"Tracking people on a torus","author":"Elgammal","year":"2009"},{"issue":"9","key":"10.1016\/j.imavis.2012.12.003_bb0255","doi-asserted-by":"crossref","first-page":"1481","DOI":"10.1109\/5.58326","article-title":"Networks for approximation and learning","volume":"78","author":"Poggio","year":"1990","journal-title":"Proc. IEEE"},{"key":"10.1016\/j.imavis.2012.12.003_bb0260","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/0022-247X(71)90184-3","article-title":"Some results on Tchebycheffian spline functions","volume":"33","author":"Kimeldorf","year":"1971","journal-title":"J. Math. Anal. Appl."},{"issue":"4","key":"10.1016\/j.imavis.2012.12.003_bb0265","doi-asserted-by":"crossref","first-page":"1324","DOI":"10.1137\/S0895479898346995","article-title":"On the best rank-1 and rank-(r1, r2, \u2026, rn) approximation of higher-order tensors","volume":"21","author":"De Lathauwer","year":"2000","journal-title":"SIAM J. Matrix Anal. Appl."},{"key":"10.1016\/j.imavis.2012.12.003_bb0270","series-title":"Tech. Rep. TR-01-18","article-title":"The CMU motion of body (MoBo) database","author":"Gross","year":"2001"},{"key":"10.1016\/j.imavis.2012.12.003_bb0275","series-title":"Tech. Rep. CS-06-08","article-title":"HumanEva: Synchronized video and motion capture dataset for evaluation of articulated human motion","author":"Sigal","year":"2006"},{"key":"10.1016\/j.imavis.2012.12.003_bb0280","series-title":"Proc. of FGR","first-page":"46","article-title":"Comprehensive database for facial expression analysis","author":"Kanade","year":"2000"},{"key":"10.1016\/j.imavis.2012.12.003_bb0285","series-title":"Proc. of ICCV","first-page":"1","article-title":"Learning motion correlation for tracking articulated human body with a Rao-blackwellised particle filter","author":"Xu","year":"2007"},{"key":"10.1016\/j.imavis.2012.12.003_bb0290","series-title":"Proc. of CVPR","first-page":"623","article-title":"Monocular 3d pose estimation and tracking by detection","author":"Andriluka","year":"2010"},{"issue":"1\u20132","key":"10.1016\/j.imavis.2012.12.003_bb0295","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1007\/s11263-009-0274-5","article-title":"Physics-based person tracking using the anthropomorphic walker","volume":"87","author":"Brubaker","year":"2010","journal-title":"IJCV"},{"issue":"1-2","key":"10.1016\/j.imavis.2012.12.003_bb0300","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1007\/s11263-008-0173-1","article-title":"Optimization and filtering for human motion capture","volume":"87","author":"Gall","year":"2010","journal-title":"IJCV"},{"key":"10.1016\/j.imavis.2012.12.003_bb0305","series-title":"British Machine Vision Conference","article-title":"3d human body-part tracking and action classification using a hierarchical body model","author":"Raskin","year":"2009"},{"issue":"1\u20132","key":"10.1016\/j.imavis.2012.12.003_bb0310","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1007\/s11263-009-0284-3","article-title":"Markerless motion capture through visual hull, articulated ICP and subject specific model generation","volume":"87","author":"Corazza","year":"2010","journal-title":"IJCV"},{"key":"10.1016\/j.imavis.2012.12.003_bb0315","series-title":"In CVPR EHuM2: 2nd Workshop on Evaluation of Articulated Human Motion and Pose Estimation","article-title":"Articulated human body pose inference from voxel data using a kinematically constrained Gaussian mixture model","author":"Cheng","year":"2007"},{"issue":"2","key":"10.1016\/j.imavis.2012.12.003_bb0320","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","article-title":"Distinctive image features from scale-invariant keypoints","volume":"60","author":"Lowe","year":"2004","journal-title":"IJCV"},{"key":"10.1016\/j.imavis.2012.12.003_bb0325","series-title":"Proc. of CVPR","article-title":"Putting local features on a manifold","author":"Torki","year":"2010"}],"container-title":["Image and Vision Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0262885612002260?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0262885612002260?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2018,10,18]],"date-time":"2018-10-18T16:55:13Z","timestamp":1539881713000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0262885612002260"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,4]]},"references-count":65,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2013,4]]}},"alternative-id":["S0262885612002260"],"URL":"https:\/\/doi.org\/10.1016\/j.imavis.2012.12.003","relation":{},"ISSN":["0262-8856"],"issn-type":[{"value":"0262-8856","type":"print"}],"subject":[],"published":{"date-parts":[[2013,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Homeomorphic Manifold Analysis (HMA): Generalized separation of style and content on manifolds","name":"articletitle","label":"Article Title"},{"value":"Image and Vision Computing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.imavis.2012.12.003","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2012 Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}