{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T09:07:51Z","timestamp":1745399271249},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"17","license":[{"start":{"date-parts":[[2018,6,21]],"date-time":"2018-06-21T00:00:00Z","timestamp":1529539200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"China Postdoctoral Science Foundation funded project","award":["2017M611656"],"award-info":[{"award-number":["2017M611656"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s11042-018-6242-8","type":"journal-article","created":{"date-parts":[[2018,6,21]],"date-time":"2018-06-21T07:43:22Z","timestamp":1529567002000},"page":"23847-23865","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Discriminant maximum margin projections for face recognition"],"prefix":"10.1007","volume":"78","author":[{"given":"Zhangjing","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pu","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minghua","family":"Wan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianming","family":"Zhan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fanlong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Limin","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,21]]},"reference":[{"issue":"7","key":"6242_CR1","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"PN Belhumeur","year":"1997","unstructured":"Belhumeur PN, Hespanha JP, Kriegman DJ (1997) Eigenfaces vs fisherfaces: recognition using class specific linear projection. IEEE Trans Pattern Anal Mach Intell 19(7):711\u2013720","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"6242_CR2","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M Belkin","year":"2003","unstructured":"Belkin M, Niyogi P (2003) Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput 15(6):1373\u20131396","journal-title":"Neural Comput"},{"key":"6242_CR3","unstructured":"D. Cai, X. F. He, K. Zhou (2007) Locality sensitive discriminant analysis. In Proc of international joint Conf On artificial intelligence, Hyderabad, India, 2007:708\u2013713"},{"issue":"10","key":"6242_CR4","doi-asserted-by":"publisher","first-page":"1713","DOI":"10.1016\/S0031-3203(99)00139-9","volume":"33","author":"LF Chen","year":"2000","unstructured":"Chen LF, Liao HYM, Ko MT (2000) A new LDA-based face recognition system which can solve the small sample size problem. Pattern Recogn 33(10):1713\u20131726","journal-title":"Pattern Recogn"},{"issue":"36","key":"6242_CR5","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1016\/S0031-3203(02)00092-4","volume":"36","author":"DQ Dai","year":"2003","unstructured":"Dai DQ, Yuen PC (2003) Regularized discriminant analysis and its application to face recognition. Pattern Recogn 36(36):845\u2013847","journal-title":"Pattern Recogn"},{"key":"6242_CR6","unstructured":"He XF, Niyogi P (2003) Locality preserving projections. In: Proc of international Conf On neural information processing systems, University of Chicago Chicago, USA, 2003:153\u2013160"},{"issue":"8","key":"6242_CR7","doi-asserted-by":"publisher","first-page":"995","DOI":"10.1109\/TPAMI.2004.46","volume":"26","author":"P Howland","year":"2004","unstructured":"Howland P, Park H (2004) Generating discriminant analysis using the generalized singular value decomposition. IEEE Trans Pattern Anal Mach Intell 26(8):995\u20131006","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"2","key":"6242_CR8","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.patcog.2005.06.013","volume":"39","author":"R Howland","year":"2006","unstructured":"Howland R, Wang J, Park H (2006) Solving the small sample size problem in face recognition using generalized discriminant analysis. Pattern Recogn 39(2):277\u2013287","journal-title":"Pattern Recogn"},{"issue":"11","key":"6242_CR9","doi-asserted-by":"publisher","first-page":"1724","DOI":"10.1016\/j.aeue.2015.08.009","volume":"69","author":"P Huang","year":"2015","unstructured":"Huang P, Gao GW (2015) Local similarity preserving projections for face recognition. AEU Int J Electron Commun 69(11):1724\u20131732","journal-title":"AEU Int J Electron Commun"},{"key":"6242_CR10","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.neucom.2016.01.001","volume":"190","author":"P Huang","year":"2016","unstructured":"Huang P, Gao GW (2016) Parameterless reconstructive discriminant analysis for feature extraction. Neurocomputing 190:50\u201359","journal-title":"Neurocomputing"},{"key":"6242_CR11","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1016\/j.compeleceng.2015.03.013","volume":"46","author":"P Huang","year":"2015","unstructured":"Huang P, Yang ZJ, Chen CK (2015) Fuzzy local discriminant embedding for image feature extraction. Comput Electr Eng 46:231\u2013240","journal-title":"Comput Electr Eng"},{"key":"6242_CR12","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.dsp.2016.05.001","volume":"55","author":"P Huang","year":"2016","unstructured":"Huang P, Lai ZH, Gao GW (2016) Adaptivelinear discriminant regression classification for face recognition. Digital Signal Process 55:78\u201384","journal-title":"Digital Signal Process"},{"issue":"3","key":"6242_CR13","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1109\/TPAMI.2007.70708","volume":"30","author":"X Jiang","year":"2008","unstructured":"Jiang X, Mandal B, Kot A (2008) Eigenfeature regularization and extraction in face recognition. IEEE Trans Pattern Anal Mach Intell 30(3):383\u2013394","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"10","key":"6242_CR14","doi-asserted-by":"publisher","first-page":"1779","DOI":"10.1109\/TNNLS.2013.2295717","volume":"25","author":"ZH Lai","year":"2014","unstructured":"Lai ZH, Wong WK, Xu Y (2014) Sparse alignment for robust tensor learning. IEEE Trans Neural Netw Learn Syst 25(10):1779\u20131792","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"issue":"10","key":"6242_CR15","doi-asserted-by":"publisher","first-page":"1942","DOI":"10.1109\/TNNLS.2013.2297381","volume":"25","author":"ZH Lai","year":"2014","unstructured":"Lai ZH, Xu Y, Chen QC (2014) Multilinear sparse principal component analysis. IEEE Trans Neural Netw Learn Syst 25(10):1942\u20131950","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"issue":"7","key":"6242_CR16","doi-asserted-by":"publisher","first-page":"1825","DOI":"10.1016\/j.ins.2007.12.001","volume":"178","author":"JB Li","year":"2008","unstructured":"Li JB, Pan JS, Chu SC (2008) Kernel class-wise locality preserving projection. Inf Sci 178(7):1825\u20131835","journal-title":"Inf Sci"},{"issue":"9","key":"6242_CR17","doi-asserted-by":"publisher","first-page":"1175","DOI":"10.1016\/j.cviu.2013.04.003","volume":"117","author":"ZC Li","year":"2013","unstructured":"Li ZC, Liu J, Lu HQ (2013) Structure preserving non-negative matrix factorization for dimensionality reduction. Comput Vis Image Underst 117(9):1175\u20131189","journal-title":"Comput Vis Image Underst"},{"issue":"9","key":"6242_CR18","doi-asserted-by":"publisher","first-page":"2138","DOI":"10.1109\/TKDE.2013.65","volume":"26","author":"ZC Li","year":"2014","unstructured":"Li ZC, Liu J, Yang Y (2014) Clustering-guided sparse structural learning for unsupervised feature selection. IEEE Trans Knowl Data Eng 26(9):2138\u20132150","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"8","key":"6242_CR19","doi-asserted-by":"publisher","first-page":"717","DOI":"10.1016\/j.patrec.2009.10.006","volume":"31","author":"B Mandal","year":"2010","unstructured":"Mandal B, Jiang X, Eng HL, Kot A (2010) Prediction of eigenvalues and regularization of eigenfeatures for human face verification. Pattern Recogn Lett 31(8):717\u2013724","journal-title":"Pattern Recogn Lett"},{"issue":"9","key":"6242_CR20","doi-asserted-by":"publisher","first-page":"3591","DOI":"10.1109\/TIP.2013.2264676","volume":"22","author":"JJ Qian","year":"2013","unstructured":"Qian JJ, Yang J, Xu Y (2013) Local structure-based image decomposition for feature extraction with applications to face recognition. IEEE Trans Image Process 22(9):3591\u20133603","journal-title":"IEEE Trans Image Process"},{"issue":"5500","key":"6242_CR21","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"ST Roweis","year":"2000","unstructured":"Roweis ST, Saul LK (2000) Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500):2323\u20132326","journal-title":"Science"},{"issue":"1","key":"6242_CR22","first-page":"1027","volume":"8","author":"M Sugiyama","year":"2007","unstructured":"Sugiyama M (2007) Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis. J Mach Learn Res 8(1):1027\u20131061","journal-title":"J Mach Learn Res"},{"issue":"5500","key":"6242_CR23","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"JB Tenenbaum","year":"2001","unstructured":"Tenenbaum JB, Silva VD, Langford JC (2001) A global geometric framework for nonlinear dimensionality reduction. Science 290(5500):2319\u20132323","journal-title":"Science"},{"issue":"1","key":"6242_CR24","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1162\/jocn.1991.3.1.71","volume":"3","author":"M Turk","year":"1991","unstructured":"Turk M, Pentland A (1991) Eigenfaces for recognition. J Cogn Neurosci 3(1):71\u201386","journal-title":"J Cogn Neurosci"},{"issue":"1","key":"6242_CR25","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","volume":"29","author":"SC Yan","year":"2007","unstructured":"Yan SC, Xu D, Zhang BY (2007) Graph embedding and extensions: a general framework for dimensionality reduction. IEEE Trans Pattern Anal Mach Intell 29(1):40\u201351","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"6242_CR26","unstructured":"Z. J. Yang, C. C. Liu, P. Huang (2013) Maximum margin learning projections for face recognition. In Proc of international Conf On computational intelligence and design, 8:116\u2013119"},{"issue":"8","key":"6242_CR27","doi-asserted-by":"publisher","first-page":"982","DOI":"10.1109\/TPAMI.2004.37","volume":"26","author":"J Ye","year":"2004","unstructured":"Ye J, Janardan R, Park CH, Park H (2004) An optimization criterion for generalized discriminant analysis on undersampled problems. IEEE Trans Pattern Anal Mach Intell 26(8):982\u2013994","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"9","key":"6242_CR28","doi-asserted-by":"publisher","first-page":"1208","DOI":"10.1109\/TKDE.2005.148","volume":"17","author":"JP Ye","year":"2005","unstructured":"Ye JP, Li Q, Xiong H (2005) IDR\/QR: an incremental dimension reduction algorithm via QR decomposition. IEEE Trans Knowl Data Eng 17(9):1208\u20131222","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"3","key":"6242_CR29","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/j.imavis.2005.11.006","volume":"24","author":"WW Yu","year":"2006","unstructured":"Yu WW (2006) Two-dimensional discriminant locality preserving projections for face recognition. Image Vis Comput 24(3):239\u2013248","journal-title":"Image Vis Comput"},{"issue":"4","key":"6242_CR30","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1007\/s00138-009-0213-z","volume":"21","author":"HG Zhang","year":"2010","unstructured":"Zhang HG, Deng WH, Guo J (2010) Locality preserving and global discriminant projection with prior information. Mach Vis Appl 21(4):577\u2013585","journal-title":"Mach Vis Appl"},{"issue":"8","key":"6242_CR31","doi-asserted-by":"publisher","first-page":"1546","DOI":"10.1016\/j.patcog.2006.02.023","volume":"39","author":"HT Zhao","year":"2006","unstructured":"Zhao HT, Sun SY, Jing ZL (2006) Local structure based supervised feature extraction. Pattern Recogn 39(8):1546\u20131550","journal-title":"Pattern Recogn"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-6242-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-018-6242-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-6242-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,19]],"date-time":"2019-08-19T11:17:33Z","timestamp":1566213453000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-018-6242-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,21]]},"references-count":31,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["6242"],"URL":"https:\/\/doi.org\/10.1007\/s11042-018-6242-8","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6,21]]},"assertion":[{"value":"27 December 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 May 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 June 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 June 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}