{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T02:34:59Z","timestamp":1722911699092},"reference-count":49,"publisher":"Elsevier BV","issue":"5","content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Image and Vision Computing"],"published-print":{"date-parts":[[2013,5]]},"DOI":"10.1016\/j.imavis.2013.03.003","type":"journal-article","created":{"date-parts":[[2013,3,29]],"date-time":"2013-03-29T16:19:43Z","timestamp":1364573983000},"page":"365-378","update-policy":"http:\/\/dx.doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":28,"title":["Manifold based sparse representation for facial understanding in natural images"],"prefix":"10.1016","volume":"31","author":[{"given":"Raymond","family":"Ptucha","sequence":"first","affiliation":[]},{"given":"Andreas","family":"Savakis","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.imavis.2013.03.003_bb0005","doi-asserted-by":"crossref","first-page":"3311","DOI":"10.1016\/S0042-6989(97)00169-7","article-title":"Sparse coding with an overcomplete basis set: a strategy employed by V1?","volume":"37","author":"Olshausen","year":"1997","journal-title":"Vis. Res."},{"key":"10.1016\/j.imavis.2013.03.003_bb0010","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1038\/381607a0","article-title":"Emergence of simple-cell receptive field properties by learning a sparse code for natural images","volume":"381","author":"Olshausen","year":"1996","journal-title":"Nature"},{"key":"10.1016\/j.imavis.2013.03.003_bb0015","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1109\/TIT.2005.860430","article-title":"Stable recovery of sparse overcomplete representations in the presence of noise","volume":"52","author":"Donoho","year":"2006","journal-title":"IEEE Trans. Inf. Theory"},{"key":"10.1016\/j.imavis.2013.03.003_bb0020","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1109\/TIT.2005.862083","article-title":"Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information","volume":"52","author":"Candes","year":"2006","journal-title":"IEEE Trans. Inf. Theory"},{"key":"10.1016\/j.imavis.2013.03.003_bb0025","series-title":"\u201cEfficient sparse coding algorithms,\u201d presented at the Advances in Neural Information Processing Systems","author":"Lee","year":"2006"},{"key":"10.1016\/j.imavis.2013.03.003_bb0030","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"Efron","year":"2004","journal-title":"Ann. Statist."},{"key":"10.1016\/j.imavis.2013.03.003_bb0035","series-title":"IEEE Conference on Computer Vision and Pattern Recognition","article-title":"Learning a discriminative dictionary for sparse coding via label consistent K-SVD","author":"Jiang","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0040","series-title":"International Conference on Computer Vision","article-title":"Fisher discrimination dictionary learning for sparse representation","author":"Yang","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0045","series-title":"IEEE International Conference on Computer Vision","article-title":"What is the best multi-stage architecture for object recognition?","author":"Jarrett","year":"2009"},{"key":"10.1016\/j.imavis.2013.03.003_bb0050","series-title":"IEEE Computer Vision and Pattern Recognition","article-title":"Are sparse representations really relevant for image classification?","author":"Rigamonti","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0055","series-title":"Feature Selection in Face Recognition: A Sparse Representation Perspective","author":"Yang","year":"2007"},{"key":"10.1016\/j.imavis.2013.03.003_bb0060","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","article-title":"Robust face recognition via sparse representation","volume":"31","author":"Wright","year":"2009","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.imavis.2013.03.003_bb0065","doi-asserted-by":"crossref","first-page":"807","DOI":"10.1016\/S0262-8856(00)00096-2","article-title":"Face distributions in similarity space under varying head pose","volume":"19","author":"Sherrah","year":"2001","journal-title":"Image Vision Comput."},{"key":"10.1016\/j.imavis.2013.03.003_bb0070","series-title":"IEEE Computer Vision and Pattern Recognition","article-title":"Simultaneous image transformation and sparse representation recovery","author":"Junzhou","year":"2008"},{"key":"10.1016\/j.imavis.2013.03.003_bb0075","series-title":"IEEE Conference on Computer Vision and Pattern Recognition Workshops","article-title":"Sparse representations of image gradient orientations for visual recognition and tracking","author":"Tzimiropoulos","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0080","series-title":"IEEE Conference on Computer Vision and Pattern Recognition-Workshops","article-title":"Sparse representations for facial expressions recognition via l1 optimization","author":"Zafeiriou","year":"2010"},{"key":"10.1016\/j.imavis.2013.03.003_bb0085","series-title":"Eighth International Conference on Machine Learning and Cybernetics (ICMLC)","article-title":"New research advances of facial expression recognition","author":"Shuai-Shi","year":"2009"},{"key":"10.1016\/j.imavis.2013.03.003_bb0090","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/S0031-3203(02)00052-3","article-title":"Automatic facial expression analysis: a survey","volume":"36","author":"Fasel","year":"2003","journal-title":"Pattern Recognit."},{"key":"10.1016\/j.imavis.2013.03.003_bb0095","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1109\/34.927467","article-title":"Active appearance models","volume":"23","author":"Cootes","year":"2001","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.imavis.2013.03.003_bb0100","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1023\/B:VISI.0000029666.37597.d3","article-title":"Active appearance models revisited","volume":"60","author":"Matthews","year":"2004","journal-title":"Int. J. Comput. Vis."},{"key":"10.1016\/j.imavis.2013.03.003_bb0105","series-title":"10th European Conference on Computer Vision","article-title":"FaceTracer: a search engine for large collections of images with faces","author":"Kumar","year":"2008"},{"key":"10.1016\/j.imavis.2013.03.003_bb0110","series-title":"Dimensionality Reduction. A Short Tutorial","author":"Ghodsi","year":"2006"},{"key":"10.1016\/j.imavis.2013.03.003_bb0115","series-title":"Tech Rep. CS2008-0923","article-title":"Algorithms for manifold learning","author":"Cayton","year":"2005"},{"key":"10.1016\/j.imavis.2013.03.003_bb0120","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":"10.1016\/j.imavis.2013.03.003_bb0125","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"},{"key":"10.1016\/j.imavis.2013.03.003_bb0130","article-title":"Locality preserving projections","volume":"16","author":"He","year":"2003"},{"key":"10.1016\/j.imavis.2013.03.003_bb0135","series-title":"IEEE Conference on Computer Vision and Pattern Recognition Workshops","article-title":"Sparse subspace clustering","author":"Elhamifar","year":"2009"},{"key":"10.1016\/j.imavis.2013.03.003_bb0140","series-title":"IEEE International Conference on Computer Vision-Workshops","article-title":"Manifold based sparse representation for robust expression recognition without neutral subtraction","author":"Ptucha","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0145","series-title":"Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments","author":"Huang","year":"2007"},{"key":"10.1016\/j.imavis.2013.03.003_bb0150","series-title":"International Conference on Automatic Face and Gesture Recognition","article-title":"Comprehensive database for facial expression analysis","author":"Kanade","year":"2000"},{"key":"10.1016\/j.imavis.2013.03.003_bb0155","series-title":"IEEE Conference on Computer Vision and Pattern Recognition Workshops","article-title":"The Extended Cohn\u2013Kanade Dataset (CK+): a complete dataset for action unit and emotion-specified expression","author":"Lucey","year":"2010"},{"key":"10.1016\/j.imavis.2013.03.003_bb0160","series-title":"Face and Gesture Recognition","article-title":"The first facial expression recognition and analysis challenge","author":"Valstar","year":"2011"},{"issue":"1","key":"10.1016\/j.imavis.2013.03.003_bb0165","doi-asserted-by":"crossref","DOI":"10.1561\/9781601982957","volume":"2","author":"Bengio","year":"2009","journal-title":"Learn. Deep Archit. AI"},{"key":"10.1016\/j.imavis.2013.03.003_bb0170","article-title":"Laplacian Eigenmaps and spectral techniques for embedding and clustering","volume":"14","author":"Belkin","year":"2001","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"10.1016\/j.imavis.2013.03.003_bb0175","doi-asserted-by":"crossref","first-page":"1624","DOI":"10.1109\/TKDE.2005.198","article-title":"Document clustering using locality preserving indexing","volume":"17","author":"Cai","year":"2005","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"10.1016\/j.imavis.2013.03.003_bb0180","series-title":"International Conference on Machine Learning and Cybernetics","article-title":"Enhanced supervised locality preserving projections for face recognition","author":"Xian-Fa","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0185","series-title":"Proceedings of 27th Asilomar Conference on Signals, Systems and Computers","article-title":"Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition","author":"Pati","year":"1993"},{"key":"10.1016\/j.imavis.2013.03.003_bb0190","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1109\/18.119725","article-title":"Shiftable multiscale transforms","volume":"38","author":"Simoncelli","year":"1992","journal-title":"IEEE Trans. Inf. Theory"},{"key":"10.1016\/j.imavis.2013.03.003_bb0195","doi-asserted-by":"crossref","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","article-title":"K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation","volume":"54","author":"Aharon","year":"2006","journal-title":"IEEE Trans. Signal Process."},{"key":"10.1016\/j.imavis.2013.03.003_bb0200","doi-asserted-by":"crossref","first-page":"592","DOI":"10.1134\/S1054661807040190","article-title":"Facial expression recognition based on local binary patterns","volume":"17","author":"Feng","year":"2007","journal-title":"Pattern Recognit Image Anal."},{"key":"10.1016\/j.imavis.2013.03.003_bb0205","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1016\/j.imavis.2008.08.005","article-title":"Facial expression recognition based on Local Binary Patterns: a comprehensive study","volume":"27","author":"Shan","year":"2009","journal-title":"Image Vision Comput."},{"key":"10.1016\/j.imavis.2013.03.003_bb0210","series-title":"IEEE Conference on Computer Vision and Pattern Recognition","article-title":"Object recognition with features inspired by visual cortex","author":"Serre","year":"2005"},{"key":"10.1016\/j.imavis.2013.03.003_bb0215","series-title":"Proceedings of International Conference on Image Processing","article-title":"ICA and Gabor representation for facial expression recognition","author":"Buciu","year":"2003"},{"key":"10.1016\/j.imavis.2013.03.003_bb0220","series-title":"Face and Gesture Recognition","article-title":"Action unit detection using sparse appearance descriptors in space\u2013time video volumes","author":"Jiang","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0225","unstructured":"T. Banziger and K.R. Scherer, \u201cIntroducing the Geneva Multimodal Emotion Portrayal (GEMEP) Corpus,\u201d in Blueprint for Affective Computing: A Sourcebook, ed Oxford: Oxford University Press, 2010, pp. 271\u2013294."},{"key":"10.1016\/j.imavis.2013.03.003_bb0230","series-title":"IEEE International Conference on Multimedia and Expo","article-title":"Discriminant sparse nonnegative matrix factorization","author":"Ruicong","year":"2009"},{"key":"10.1016\/j.imavis.2013.03.003_bb0235","series-title":"Automatic Face and Gesture Recognition","article-title":"Person-independent facial expression detection using constrained local models","author":"Chew","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0240","series-title":"IEEE International Conference on Computer Vision Workshops","article-title":"Facial expression recognition with temporal modeling of shapes","author":"Jain","year":"2011"},{"key":"10.1016\/j.imavis.2013.03.003_bb0245","series-title":"IEEE International Conference on Computer Vision Workshops","article-title":"Differentiating spontaneous from posed facial expressions within a generic facial expression recognition framework","author":"Pfister","year":"2011"}],"container-title":["Image and Vision Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0262885613000486?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0262885613000486?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2020,7,24]],"date-time":"2020-07-24T15:20:52Z","timestamp":1595604052000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0262885613000486"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,5]]},"references-count":49,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2013,5]]}},"alternative-id":["S0262885613000486"],"URL":"https:\/\/doi.org\/10.1016\/j.imavis.2013.03.003","relation":{},"ISSN":["0262-8856"],"issn-type":[{"value":"0262-8856","type":"print"}],"subject":[],"published":{"date-parts":[[2013,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Manifold based sparse representation for facial understanding in natural images","name":"articletitle","label":"Article Title"},{"value":"Image and Vision Computing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.imavis.2013.03.003","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2013 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}