{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T17:40:02Z","timestamp":1746294002764,"version":"3.40.4"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319093321"},{"type":"electronic","value":"9783319093338"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-09333-8_13","type":"book-chapter","created":{"date-parts":[[2014,7,3]],"date-time":"2014-07-03T10:22:38Z","timestamp":1404382958000},"page":"113-119","source":"Crossref","is-referenced-by-count":1,"title":["Nonparametric Discriminant Multi-manifold Learning"],"prefix":"10.1007","author":[{"given":"Bo","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao-Ping","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J.B. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., de Silva, V., Langford, J.C.: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science\u00a0290, 2319\u20132323 (2000)","journal-title":"Science"},{"key":"13_CR2","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S.T. Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear Dimensionality Reduction by Locally Linear Embedding. Science\u00a0290, 2323\u20132326 (2000)","journal-title":"Science"},{"key":"13_CR3","first-page":"119","volume":"4","author":"L.K. Saul","year":"2003","unstructured":"Saul, L.K., Roweis, S.T.: Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds. J. Mach. Learning Res.\u00a04, 119\u2013155 (2003)","journal-title":"J. Mach. Learning Res."},{"issue":"6","key":"13_CR4","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M. Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Neural Comput.\u00a015(6), 1373\u20131396 (2003)","journal-title":"Neural Comput."},{"issue":"1","key":"13_CR5","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1137\/S1064827502419154","volume":"26","author":"Z. Zhang","year":"2004","unstructured":"Zhang, Z., Zha, H.: Principal Manifolds and Nonlinear Dimensionality Reduction by Local Tangent Space Alignment. SIAM Journal of Scientific Computing\u00a026(1), 313\u2013338 (2004)","journal-title":"SIAM Journal of Scientific Computing"},{"issue":"1","key":"13_CR6","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s11263-005-4939-z","volume":"70","author":"K.Q. Weinberger","year":"2006","unstructured":"Weinberger, K.Q., Saul, L.K.: Unsupervised Learning of Image Manifolds by Semi-definite Programming. International Journal of Computer Vision\u00a070(1), 77\u201390 (2006)","journal-title":"International Journal of Computer Vision"},{"key":"13_CR7","unstructured":"Bengio, Y., Paiement, J., Vincent, P.: Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering. Technical Report 123, Univ. de Montreal (2003)"},{"key":"13_CR8","unstructured":"Brand, M.: Charting a Manifold. In: Proc. 15th Conf. Neural Information Processing Systems (2002)"},{"issue":"1","key":"13_CR9","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","volume":"29","author":"S. Yan","year":"2007","unstructured":"Yan, S., Xu, D., Zhang, B., Zhang, H.J.: Graph Embedding: A General Framework for Dimensionality Reduction. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a029(1), 40\u201351 (2007)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"issue":"4","key":"13_CR10","doi-asserted-by":"publisher","first-page":"650","DOI":"10.1109\/TPAMI.2007.1008","volume":"29","author":"J. Yang","year":"2007","unstructured":"Yang, J., Zhang, D., Yang, J.Y., Niu, B.: Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Application to Face and Palm Biometrics. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a029(4), 650\u2013664 (2007)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"13_CR11","unstructured":"Zhao, Q., Zhang, D., Lu, H.: Supervised LLE in ICA Space for Facial Expression Recognition. In: ICNNB, pp. 1970\u20131975 (2005)"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Han, P.Y., Beng, A.T.J., Kiong, W.E.: Neighborhood Discriminant Locally Linear Embedding in Face Recognition. In: CGIV 2008, pp. 223\u2013228 (2008)","DOI":"10.1109\/CGIV.2008.63"},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Zhang, Z., Zhao, L.: Probability-based Locally Linear Embedding for Classification. In: FSKD, pp. 243\u2013247 (2007)","DOI":"10.1109\/FSKD.2007.459"},{"issue":"6","key":"13_CR14","doi-asserted-by":"publisher","first-page":"919","DOI":"10.1016\/j.camwa.2008.10.055","volume":"7","author":"L. Zhao","year":"2009","unstructured":"Zhao, L., Zhang, Z.: Supervised Locally Llinear Embedding with Probability-based Distance for Classification. Computation Mathematics Application\u00a07(6), 919\u2013926 (2009)","journal-title":"Computation Mathematics Application"},{"key":"13_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"296","DOI":"10.1007\/978-3-540-30548-4_34","volume-title":"Advances in Biometric Person Authentication","author":"J. Zhang","year":"2004","unstructured":"Zhang, J., Shen, H., Zhou, Z.-H.: Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition. In: Li, S.Z., Lai, J.-H., Tan, T., Feng, G.-C., Wang, Y. (eds.) SINOBIOMETRICS 2004. LNCS, vol.\u00a03338, pp. 296\u2013304. Springer, Heidelberg (2004)"},{"key":"13_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1007\/11881070_5","volume-title":"Advances in Natural Computation","author":"J. Zhang","year":"2006","unstructured":"Zhang, J., He, L., Zhou, Z.-H.: Ensemble-Based Discriminant Manifold Learning for Face Recognition. In: Jiao, L., Wang, L., Gao, X.-B., Liu, J., Wu, F. (eds.) ICNC 2006. LNCS, vol.\u00a04221, pp. 29\u201338. Springer, Heidelberg (2006)"},{"key":"13_CR17","doi-asserted-by":"crossref","unstructured":"Ridder, D., de Loog, M., Reinders, M.J.T.: Local Fisher embedding. In: the 17th International Conference on Pattern Recognition, vol.\u00a02, pp. 295\u2013298 (2004)","DOI":"10.1109\/ICPR.2004.1334176"},{"issue":"12","key":"13_CR18","doi-asserted-by":"publisher","first-page":"3813","DOI":"10.1016\/j.patcog.2008.05.027","volume":"41","author":"B. Li","year":"2008","unstructured":"Li, B., Zheng, C., Huang, D.S.: Locally linear Discriminant Embedding: An Efficient Method for Face Recognition. Pattern Recognition\u00a041(12), 3813\u20133821 (2008)","journal-title":"Pattern Recognition"},{"issue":"11","key":"13_CR19","doi-asserted-by":"publisher","first-page":"3287","DOI":"10.1016\/j.patcog.2008.05.014","volume":"41","author":"B. Li","year":"2008","unstructured":"Li, B., Huang, D.S., Wang, C., Liu, K.H.: Feature Extraction Using Constrained Maximum Variance Mapping. Pattern Recognition\u00a041(11), 3287\u20133294 (2008)","journal-title":"Pattern Recognition"},{"issue":"2","key":"13_CR20","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1007\/s11263-010-0381-3","volume":"91","author":"T.K. Kim","year":"2011","unstructured":"Kim, T.K., Stenger, B., Kittler, J., Cipolla, R.: Incremental Linear Discriminant Analysis Using Sufficient Spanning Sets and Its Applications. International Journal of Computer Vision\u00a091(2), 216\u2013232 (2011)","journal-title":"International Journal of Computer Vision"},{"key":"13_CR21","unstructured":"Wang, R., Shan, S., Chen, X., Gao, W.: Manifold-manifold Distance with Application to Face Recognition based on Image Set. In: CVPR 2008, pp. 2940\u20132947 (2008)"},{"key":"13_CR22","unstructured":"The AR Face Database, http:\/\/rvl1.ecn.purdue.edu\/aleix\/~aleix_face_DB.html"}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theory"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-09333-8_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T17:15:32Z","timestamp":1746292532000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-09333-8_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319093321","9783319093338"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-09333-8_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}