{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T01:09:21Z","timestamp":1775264961732,"version":"3.50.1"},"reference-count":48,"publisher":"Elsevier BV","issue":"13-15","license":[{"start":{"date-parts":[[2010,8,1]],"date-time":"2010-08-01T00:00:00Z","timestamp":1280620800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neurocomputing"],"published-print":{"date-parts":[[2010,8]]},"DOI":"10.1016\/j.neucom.2010.04.017","type":"journal-article","created":{"date-parts":[[2010,5,12]],"date-time":"2010-05-12T16:04:50Z","timestamp":1273680290000},"page":"2696-2707","source":"Crossref","is-referenced-by-count":93,"title":["Locality preserving discriminant projections for face and palmprint recognition"],"prefix":"10.1016","volume":"73","author":[{"given":"Jie","family":"Gui","sequence":"first","affiliation":[]},{"given":"Wei","family":"Jia","sequence":"additional","affiliation":[]},{"given":"Ling","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Shu-Ling","family":"Wang","sequence":"additional","affiliation":[]},{"given":"De-Shuang","family":"Huang","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"7","key":"10.1016\/j.neucom.2010.04.017_bib1","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1109\/34.598228","article-title":"Eigenfaces vs. Fisherfaces: recognition using class specific linear projection","volume":"19","author":"Belhumeur","year":"1997","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib2","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1109\/TNN.2005.860852","article-title":"Efficient and robust feature extraction by maximum margin criterion","volume":"17","author":"Li","year":"2006","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib3","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","article-title":"Graph embedding and extensions: a general framework for dimensionality reduction","volume":"29","author":"Yan","year":"2007","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/j.neucom.2010.04.017_bib4","unstructured":"D. Cai, X. He, K. Zhou et al., Locality sensitive discriminant analysis, in: Proceedings of 2007 International Joint Conference on Artificial Intelligence (IJCAI'07), Hyderabad, India, 2007"},{"issue":"5500","key":"10.1016\/j.neucom.2010.04.017_bib5","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":"5500","key":"10.1016\/j.neucom.2010.04.017_bib6","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.neucom.2010.04.017_bib7","doi-asserted-by":"crossref","unstructured":"M. Belkin, P. Niyogi, Laplacian eigenmaps and spectral techniques for embedding and clustering, Advances in Neural Information Processing Systems, 14, 2002, pp. 585\u2013591.","DOI":"10.7551\/mitpress\/1120.003.0080"},{"issue":"6","key":"10.1016\/j.neucom.2010.04.017_bib8","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 Computation"},{"key":"10.1016\/j.neucom.2010.04.017_bib9","article-title":"Locality preserving projections","volume":"16","author":"He","year":"2004"},{"issue":"3","key":"10.1016\/j.neucom.2010.04.017_bib10","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1109\/TPAMI.2005.55","article-title":"Face recognition using Laplacianfaces","volume":"27","author":"He","year":"2005","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"1\u20133","key":"10.1016\/j.neucom.2010.04.017_bib11","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1023\/B:MACH.0000033120.25363.1e","article-title":"Semi-supervised learning on Riemannian manifolds","volume":"56","author":"Belkin","year":"2004","journal-title":"Machine Learning"},{"key":"10.1016\/j.neucom.2010.04.017_bib12","doi-asserted-by":"crossref","unstructured":"D. Zhang, Z.-H. Zhou, S. Chen, Semi-supervised dimensionality reduction, in: Proceedings of the seventh SIAM International Conference on Data Mining (SDM'07), Minneapolis, MN, 2007, pp. 629\u2013634.","DOI":"10.1137\/1.9781611972771.73"},{"key":"10.1016\/j.neucom.2010.04.017_bib13","doi-asserted-by":"crossref","unstructured":"D. Cai, X. He, J. Han, Semi-supervised discriminant analysis, in: IEEE International Conference on Computer Vision (ICCV\u2019 07), Rio de Janeiro, Brazil, 2007.","DOI":"10.1109\/ICCV.2007.4408856"},{"issue":"5","key":"10.1016\/j.neucom.2010.04.017_bib14","doi-asserted-by":"crossref","first-page":"1299","DOI":"10.1162\/089976698300017467","article-title":"Nonlinear component analysis as a kernel eigenvalue problem","volume":"10","author":"Scholkopf","year":"1998","journal-title":"Neural Computation"},{"issue":"10","key":"10.1016\/j.neucom.2010.04.017_bib15","doi-asserted-by":"crossref","first-page":"2385","DOI":"10.1162\/089976600300014980","article-title":"Generalized discriminant analysis using a kernel approach","volume":"12","author":"Baudat","year":"2000","journal-title":"Neural Computation"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib16","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1109\/TPAMI.2004.1261097","article-title":"Two-dimensional PCA: a new approach to appearance-based face representation and recognition","volume":"26","author":"Yang","year":"2004","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"7","key":"10.1016\/j.neucom.2010.04.017_bib17","doi-asserted-by":"crossref","first-page":"1125","DOI":"10.1016\/j.patcog.2004.11.019","article-title":"Two-dimensional discriminant transform for face recognition","volume":"38","author":"Yang","year":"2005","journal-title":"Pattern Recognition"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib18","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1109\/TIP.2006.884929","article-title":"Multilinear discriminant analysis for face recognition","volume":"16","author":"Yan","year":"2007","journal-title":"IEEE Transactions on Image Processing"},{"issue":"2","key":"10.1016\/j.neucom.2010.04.017_bib19","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1109\/TIP.2008.2009415","article-title":"Ubiquitously supervised subspace learning","volume":"18","author":"Yang","year":"2009","journal-title":"IEEE Transactions on Image Processing"},{"issue":"2","key":"10.1016\/j.neucom.2010.04.017_bib20","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 Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/j.neucom.2010.04.017_bib21","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"Hoyer","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"10.1016\/j.neucom.2010.04.017_bib22","doi-asserted-by":"crossref","unstructured":"X.R. Pu, Z. Yi, Z.M. Zheng et al., Face recognition using Fisher non-negative matrix factorization with sparseness constraints, Advances in Neural Networks\u2014Isnn 2005, Part 2, Proceedings, 3497, 112\u2013117, 2005.","DOI":"10.1007\/11427445_19"},{"issue":"405","key":"10.1016\/j.neucom.2010.04.017_bib23","doi-asserted-by":"crossref","first-page":"165","DOI":"10.2307\/2289860","article-title":"Regularized discriminant-analysis","volume":"84","author":"Friedman","year":"1989","journal-title":"Journal of the American Statistical Association"},{"issue":"2","key":"10.1016\/j.neucom.2010.04.017_bib24","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1109\/34.908974","article-title":"PCA versus LDA","volume":"23","author":"Martinez","year":"2001","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/j.neucom.2010.04.017_bib25","first-page":"1183","article-title":"Computational and theoretical analysis of null space and orthogonal linear discriminant analysis","volume":"7","author":"Ye","year":"2006","journal-title":"Journal of Machine Learning Research"},{"key":"10.1016\/j.neucom.2010.04.017_bib26","doi-asserted-by":"crossref","unstructured":"J. Ye, Least squares linear discriminant analysis, in: The Twenty-Fourth International Conference on Machine Learning (ICML 2007), 2007, pp. 1087\u20131093.","DOI":"10.1145\/1273496.1273633"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TKDE.2007.190669","article-title":"SRDA: an efficient algorithm for large-scale discriminant analysis","volume":"20","author":"Cai","year":"2008","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"10","key":"10.1016\/j.neucom.2010.04.017_bib28","doi-asserted-by":"crossref","first-page":"1768","DOI":"10.1109\/TNN.2008.2002078","article-title":"Generalized linear discriminant analysis: a unified framework and efficient model selection","volume":"19","author":"Ji","year":"2008","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"5","key":"10.1016\/j.neucom.2010.04.017_bib29","doi-asserted-by":"crossref","first-page":"764","DOI":"10.1016\/j.patcog.2008.09.012","article-title":"Perturbation LDA: learning the difference between the class empirical mean and its expectation","volume":"42","author":"Zheng","year":"2009","journal-title":"Pattern Recognition"},{"issue":"4","key":"10.1016\/j.neucom.2010.04.017_bib30","doi-asserted-by":"crossref","first-page":"650","DOI":"10.1109\/TPAMI.2007.1008","article-title":"Globally maximizing, locally minimizing: unsupervised discriminant projection with applications to face and palm biometrics","volume":"29","author":"Yang","year":"2007","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"10.1016\/j.neucom.2010.04.017_bib31","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1016\/j.imavis.2005.11.006","article-title":"Face recognition using discriminant locality preserving projections","volume":"24","author":"Yu","year":"2006","journal-title":"Image and Vision Computing"},{"issue":"16\u201318","key":"10.1016\/j.neucom.2010.04.017_bib32","doi-asserted-by":"crossref","first-page":"3644","DOI":"10.1016\/j.neucom.2008.03.009","article-title":"Null space discriminant locality preserving projections for face recognition","volume":"71","author":"Yang","year":"2008","journal-title":"Neurocomputing"},{"issue":"7\u20139","key":"10.1016\/j.neucom.2010.04.017_bib33","doi-asserted-by":"crossref","first-page":"1543","DOI":"10.1016\/j.neucom.2006.12.004","article-title":"Face recognition based on orthogonal discriminant locality preserving projections","volume":"70","author":"Zhu","year":"2007","journal-title":"Neurocomputing"},{"issue":"11","key":"10.1016\/j.neucom.2010.04.017_bib34","doi-asserted-by":"crossref","first-page":"3608","DOI":"10.1109\/TIP.2006.881945","article-title":"Orthogonal laplacianfaces for face recognition","volume":"15","author":"Cai","year":"2006","journal-title":"IEEE Transactions on Image Processing"},{"issue":"6","key":"10.1016\/j.neucom.2010.04.017_bib35","doi-asserted-by":"crossref","first-page":"1862","DOI":"10.1109\/TNN.2007.900813","article-title":"Comments on \"Efficient and robust feature extraction by maximum margin criterion","volume":"18","author":"Liu","year":"2007","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"12","key":"10.1016\/j.neucom.2010.04.017_bib36","doi-asserted-by":"crossref","first-page":"3813","DOI":"10.1016\/j.patcog.2008.05.027","article-title":"Locally linear discriminant embedding: an efficient method for face recognition","volume":"41","author":"Li","year":"2008","journal-title":"Pattern Recognition"},{"key":"10.1016\/j.neucom.2010.04.017_bib37","series-title":"Introduction to Statistical Pattern Recognition","author":"Fukunaga","year":"1990"},{"key":"10.1016\/j.neucom.2010.04.017_bib38","unstructured":"X. Zhu, Semi-supervised learning literature survey, \u3008http:\/\/www.cs.wisc.edu\/\u223cjerryzhu\/pub\/ssl_survey.pdf\u3009."},{"key":"10.1016\/j.neucom.2010.04.017_bib39","doi-asserted-by":"crossref","unstructured":"W. Liu, S.-F. Chang, Robust multi-class transductive learning with graphs, in: Proceedings of 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'09), 2009.","DOI":"10.1109\/CVPR.2009.5206871"},{"key":"10.1016\/j.neucom.2010.04.017_bib40","doi-asserted-by":"crossref","unstructured":"S.I. Daitch, J.A. Kelner, D.A. Spielman, Fitting a graph to vector data, in: International Conference on Machine Learning (ICML'2009), 2009.","DOI":"10.1145\/1553374.1553400"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib41","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1016\/j.patcog.2009.05.005","article-title":"Sparsity preserving projections with applications to face recognition","volume":"43","author":"Qiao","year":"2010","journal-title":"Pattern Recognition"},{"key":"10.1016\/j.neucom.2010.04.017_bib42","series-title":"Advances in Neural Information Processing Systems","article-title":"Tensor subspace analysis","author":"He","year":"2006"},{"issue":"1\u20133","key":"10.1016\/j.neucom.2010.04.017_bib43","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1007\/s10994-005-3561-6","article-title":"Generalized low rank approximations of matrices","volume":"61","author":"Ye","year":"2005","journal-title":"Machine Learning"},{"issue":"4","key":"10.1016\/j.neucom.2010.04.017_bib44","doi-asserted-by":"crossref","first-page":"729","DOI":"10.1109\/TNN.2009.2015760","article-title":"Trace ratio problem revisited","volume":"20","author":"Jia","year":"2009","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/j.neucom.2010.04.017_bib45","doi-asserted-by":"crossref","unstructured":"S.C. Yan, X.O. Tang, Trace quotient problems revisited, in: Computer Vision\u2014Eccv 2006, Part 2, Proceedings, 2006, pp. 232\u2013244.","DOI":"10.1007\/11744047_18"},{"issue":"1\u20133","key":"10.1016\/j.neucom.2010.04.017_bib46","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/S0167-8655(02)00207-6","article-title":"A generalized Foley\u2013Sammon transform based on generalized fisher discriminant criterion and its application to face recognition","volume":"24","author":"Guo","year":"2003","journal-title":"Pattern Recognition Letters"},{"key":"10.1016\/j.neucom.2010.04.017_bib47","doi-asserted-by":"crossref","unstructured":"H. Wang, S. Yan, D. Xu et al., Trace ratio vs. ratio trace for dimensionality reduction, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR07), 2007.","DOI":"10.1109\/CVPR.2007.382983"},{"issue":"1","key":"10.1016\/j.neucom.2010.04.017_bib48","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1109\/TCSVT.2007.903317","article-title":"Reconstruction and recognition of tensor-based objects with concurrent subspaces analysis","volume":"18","author":"Xu","year":"2008","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"}],"container-title":["Neurocomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231210002213?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231210002213?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T18:44:35Z","timestamp":1711478675000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0925231210002213"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,8]]},"references-count":48,"journal-issue":{"issue":"13-15","published-print":{"date-parts":[[2010,8]]}},"alternative-id":["S0925231210002213"],"URL":"https:\/\/doi.org\/10.1016\/j.neucom.2010.04.017","relation":{},"ISSN":["0925-2312"],"issn-type":[{"value":"0925-2312","type":"print"}],"subject":[],"published":{"date-parts":[[2010,8]]}}}