{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T06:37:42Z","timestamp":1672727862467},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"16","license":[{"start":{"date-parts":[[2018,1,14]],"date-time":"2018-01-14T00:00:00Z","timestamp":1515888000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1007\/s11042-018-5608-2","type":"journal-article","created":{"date-parts":[[2018,1,14]],"date-time":"2018-01-14T03:26:17Z","timestamp":1515900377000},"page":"21671-21691","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Elastic preserving projections based on L1-norm maximization"],"prefix":"10.1007","volume":"77","author":[{"given":"Sen","family":"Yuan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xia","family":"Mao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lijiang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,1,14]]},"reference":[{"issue":"7","key":"5608_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[J]. IEEE Trans Pattern Anal Mach Intell 19(7):711\u2013720","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"5608_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[J]. Neural Comput 15(6):1373\u20131396","journal-title":"Neural Comput"},{"key":"5608_CR3","first-page":"177","volume":"16","author":"Y Bengio","year":"2004","unstructured":"Bengio Y, Paiement JF, Vincent P et al (2004) Out-of-sample extensions for lle, isomap, mds, eigenmaps, and spectral clustering[J]. Adv Neural Inf Proces Syst 16:177\u2013184","journal-title":"Adv Neural Inf Proces Syst"},{"key":"5608_CR4","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.knosys.2016.11.020","volume":"118","author":"W Cai","year":"2017","unstructured":"Cai W (2017) A dimension reduction algorithm preserving both global and local clustering structure[J]. Knowl-Based Syst 118:191\u2013203","journal-title":"Knowl-Based Syst"},{"key":"5608_CR5","unstructured":"Cai D, He X, Han J (2007) Isometric projection[C]\/\/ National Conference on Artificial Intelligence. AAAI Press 528\u2013533"},{"key":"5608_CR6","unstructured":"Guo Y, Ding G, Han J, et al (2016) Robust iterative quantization for efficient lp-norm similarity search[C]\/\/ Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. AAAI Press, 3382\u20133388"},{"key":"5608_CR7","doi-asserted-by":"crossref","unstructured":"Harandi M, Salzmann M, Hartley R (2017) Dimensionality reduction on SPD manifolds: the emergence of geometry-aware methods[J]. IEEE transactions on pattern analysis and machine intelligence","DOI":"10.1109\/TPAMI.2017.2655048"},{"key":"5608_CR8","unstructured":"He X, Cai D,Yan S, et al (2005) Neighborhood preserving embedding[C], Computer Vision, ICCV 2005. Tenth IEEE International Conference on. IEEE, 2:1208\u20131213"},{"issue":"3","key":"5608_CR9","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1109\/TPAMI.2005.55","volume":"27","author":"X He","year":"2005","unstructured":"He X, Yan S, Hu Y et al (2005) Face recognition using Laplacianfaces[J]. IEEE Trans Pattern Anal Mach Intell 27(3):328\u2013340","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"8","key":"5608_CR10","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) Generalizing discriminant analysis using the generalized singular value decomposition[J]. IEEE Trans Pattern Anal Mach Intell 26(8):995\u20131006","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"5608_CR11","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1016\/j.neucom.2016.02.063","volume":"208","author":"S Huang","year":"2016","unstructured":"Huang S, Zhuang L (2016) Exponential discriminant locality preserving projection for face recognition[J]. Neurocomputing 208:373\u2013377","journal-title":"Neurocomputing"},{"key":"5608_CR12","unstructured":"Huang, GB, et al (2007) Labeled faces in the wild: a database for studying face recognition in unconstrained environments. Vol. 1. No. 2. Technical Report 07\u201349, University of Massachusetts, Amherst"},{"key":"5608_CR13","unstructured":"Jenatton R, Obozinski G, Bach FR (2010) Structured sparse principal component analysis[C]. AISTATS:366\u2013373"},{"issue":"9","key":"5608_CR14","doi-asserted-by":"publisher","first-page":"1672","DOI":"10.1109\/TPAMI.2008.114","volume":"30","author":"N Kwak","year":"2008","unstructured":"Kwak N (2008) Principal component analysis based on L1-norm maximization[J]. IEEE Trans Pattern Anal Mach Intell 30(9):1672\u20131680","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5","key":"5608_CR15","doi-asserted-by":"publisher","first-page":"594","DOI":"10.1109\/TCYB.2013.2262936","volume":"44","author":"N Kwak","year":"2014","unstructured":"Kwak N (2014) Principal component analysis by Lp-norm maximization[J]. IEEE Trans Cybern 44(5):594\u2013609","journal-title":"IEEE Trans Cybern"},{"issue":"4","key":"5608_CR16","doi-asserted-by":"publisher","first-page":"1170","DOI":"10.1109\/TSMCB.2009.2035629","volume":"40","author":"X Li","year":"2010","unstructured":"Li X, Pang Y, Yuan Y (2010) L1-norm-based 2DPCA[J]. IEEE Trans Syst Man Cybern B Cybern 40(4):1170\u20131175","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"5608_CR17","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1016\/j.neucom.2015.08.096","volume":"181","author":"Y Liu","year":"2016","unstructured":"Liu Y, Nie L, Liu L et al (2016) From action to activity: sensor-based activity recognition[J]. Neurocomputing 181:108\u2013115","journal-title":"Neurocomputing"},{"key":"5608_CR18","unstructured":"Liu Y, Liang Y, Liu S, et al. Predicting urban water quality with ubiquitous data[J]. arXiv preprint arXiv:1610.09462, 2016"},{"key":"5608_CR19","volume-title":"Urban water quality prediction based on multi-task multi-view learning[J]","author":"Y Liu","year":"2016","unstructured":"Liu Y, Zheng Y, Liang Y, et al (2016) Urban water quality prediction based on multi-task multi-view learning[J]"},{"key":"5608_CR20","doi-asserted-by":"crossref","unstructured":"Liu L, Cheng L, Liu Y, et al (2016) Recognizing complex activities by a probabilistic interval-based model[C]\/\/AAAI, 30:1266\u20131272","DOI":"10.1609\/aaai.v30i1.10155"},{"key":"5608_CR21","unstructured":"Lu GF, Zou J, Wang Y et al (2016) L1-norm based null space discriminant analysis[J]. Multimedia Tools Appl:1\u201316"},{"key":"5608_CR22","unstructured":"Lu Y, Wei Y, Liu L et al (2016) Towards unsupervised physical activity recognition using smartphone accelerometers[J]. Multimedia Tools Appl:1\u201319"},{"key":"5608_CR23","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.neucom.2015.11.037","volume":"179","author":"T Luo","year":"2016","unstructured":"Luo T, Hou C, Yi D et al (2016) Discriminative orthogonal elastic preserving projections for classification[J]. Neurocomputing 179:54\u201368","journal-title":"Neurocomputing"},{"key":"5608_CR24","unstructured":"Martinez AM (1998) The AR face database[J]. CVC technical report 24"},{"issue":"1","key":"5608_CR25","first-page":"1433","volume":"22","author":"F Nie","year":"2011","unstructured":"Nie F, Huang H, Ding C et al (2011) Robust principal component analysis with non-greedy L1-norm maximization[C]. Proceedings-International Joint Conference on Artificial Intelligence 22(1):1433","journal-title":"Proceedings-International Joint Conference on Artificial Intelligence"},{"issue":"4","key":"5608_CR26","doi-asserted-by":"publisher","first-page":"968","DOI":"10.1016\/j.neucom.2009.08.020","volume":"73","author":"Y Pang","year":"2010","unstructured":"Pang Y, Yuan Y (2010) Outlier-resisting graph embedding[J]. Neurocomputing 73(4):968\u2013974","journal-title":"Neurocomputing"},{"issue":"10","key":"5608_CR27","doi-asserted-by":"publisher","first-page":"1090","DOI":"10.1109\/34.879790","volume":"22","author":"PJ Phillips","year":"2000","unstructured":"Phillips PJ, Moon H, Rizvi SA et al (2000) The FERET evaluation methodology for face-recognition algorithms[J]. IEEE Trans Pattern Anal Mach Intell 22(10):1090\u20131104","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5500","key":"5608_CR28","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[J]. Science 290(5500):2323\u20132326","journal-title":"Science"},{"issue":"5500","key":"5608_CR29","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"JB Tenenbaum","year":"2000","unstructured":"Tenenbaum JB, De Silva V, Langford JC (2000) A global geometric framework for nonlinear dimensionality reduction[J]. Science 290(5500):2319\u20132323","journal-title":"Science"},{"key":"5608_CR30","unstructured":"The Olivetti & Oracle Research Laboratory Face Database of Faces. [Online]. Available: http:\/\/www.cam-orl.co.uk\/facedatabase.html"},{"issue":"1","key":"5608_CR31","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":"3","key":"5608_CR32","doi-asserted-by":"publisher","first-page":"792","DOI":"10.1109\/TCYB.2015.2416274","volume":"46","author":"J Wang","year":"2016","unstructured":"Wang J (2016) Generalized 2-D principal component analysis by lp-norm for image analysis[J]. IEEE Trans Cybern 46(3):792\u2013803","journal-title":"IEEE Trans Cybern"},{"key":"5608_CR33","volume-title":"Robust DLPP with nongreedy L1-norm minimization and maximization[J]","author":"Q Wang","year":"2016","unstructured":"Wang Q, Gao Q, Xie D, et al. Robust DLPP with nongreedy L1-norm minimization and maximization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2016"},{"key":"5608_CR34","doi-asserted-by":"crossref","unstructured":"Yan S, Xu D, Zhang B et al (2007) Graph embedding and extensions: A general framework for dimensionality reduction[J]. IEEE Trans Pattern Anal Mach Intell 29(1)","DOI":"10.1109\/TPAMI.2007.250598"},{"issue":"4","key":"5608_CR35","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 et al (2007) Globally maximizing, locally minimizing: unsupervised discriminant projection with applications to face and palm biometrics[J]. IEEE Trans Pattern Anal Mach Intell 29(4):650\u2013664","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"5608_CR36","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.neucom.2015.10.049","volume":"175","author":"W Yang","year":"2016","unstructured":"Yang W, Sun C, Zheng W (2016) A regularized least square based discriminative projections for feature extraction[J]. Neurocomputing 175:198\u2013205","journal-title":"Neurocomputing"},{"issue":"9","key":"5608_CR37","doi-asserted-by":"publisher","first-page":"1908","DOI":"10.1109\/TPAMI.2015.2497686","volume":"38","author":"M Yu","year":"2016","unstructured":"Yu M, Shao L, Zhen X et al (2016) Local feature discriminant projection[J]. IEEE Trans Pattern Anal Mach Intell 38(9):1908\u20131914","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"5608_CR38","doi-asserted-by":"publisher","first-page":"063017","DOI":"10.1117\/1.JEI.25.6.063017","volume":"25","author":"S Yuan","year":"2016","unstructured":"Yuan S, Mao X (2016) Optimal neighbor graph-based orthogonal tensor locality preserving projection for image recognition[J]. J Electron Imaging 25(6):063017\u2013063017","journal-title":"J Electron Imaging"},{"key":"5608_CR39","doi-asserted-by":"crossref","unstructured":"Yuan S, Mao X (2017) Exponential elastic preserving projections for facial expression recognition[J]. Neurocomputing","DOI":"10.1016\/j.neucom.2017.08.067"},{"key":"5608_CR40","doi-asserted-by":"crossref","unstructured":"Yuan S, Mao X, Chen L (2017) Multilinear spatial discriminant analysis for dimensionality reduction[J]. IEEE Transactions on Image Processing","DOI":"10.1109\/TIP.2017.2685343"},{"issue":"11","key":"5608_CR41","doi-asserted-by":"publisher","first-page":"3866","DOI":"10.1016\/j.patcog.2012.04.022","volume":"45","author":"F Zang","year":"2012","unstructured":"Zang F, Zhang J, Pan J (2012) Face recognition using Elasticfaces[J]. Pattern Recogn 45(11):3866\u20133876","journal-title":"Pattern Recogn"},{"issue":"3","key":"5608_CR42","doi-asserted-by":"publisher","first-page":"1433","DOI":"10.1016\/j.patcog.2013.10.005","volume":"47","author":"D Zhang","year":"2014","unstructured":"Zhang D, He J, Zhao Y et al (2014) Global plus local: a complete framework for feature extraction and recognition[J]. Pattern Recogn 47(3):1433\u20131442","journal-title":"Pattern Recogn"},{"issue":"4","key":"5608_CR43","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1109\/TNNLS.2013.2281428","volume":"25","author":"W Zheng","year":"2014","unstructured":"Zheng W, Lin Z, Wang H (2014) L1-norm kernel discriminant analysis via Bayes error bound optimization for robust feature extraction[J]. IEEE Trans Neural Netw Learn Syst 25(4):793\u2013805","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"issue":"8","key":"5608_CR44","doi-asserted-by":"publisher","first-page":"3018","DOI":"10.1109\/TIP.2013.2253476","volume":"22","author":"F Zhong","year":"2013","unstructured":"Zhong F, Zhang J (2013) Linear discriminant analysis based on L1-norm maximization[J]. IEEE Trans Image Process 22(8):3018\u20133027","journal-title":"IEEE Trans Image Process"},{"issue":"11","key":"5608_CR45","doi-asserted-by":"publisher","first-page":"2065","DOI":"10.1109\/TNNLS.2014.2303798","volume":"25","author":"F Zhong","year":"2014","unstructured":"Zhong F, Zhang J, Li D (2014) Discriminant locality preserving projections based on L1-norm maximization[J]. IEEE Trans Neural Netw Learn Syst 25(11):2065\u20132074","journal-title":"IEEE Trans Neural Netw Learn Syst"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-018-5608-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-5608-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-5608-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T13:25:03Z","timestamp":1660310703000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-018-5608-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,14]]},"references-count":45,"journal-issue":{"issue":"16","published-print":{"date-parts":[[2018,8]]}},"alternative-id":["5608"],"URL":"https:\/\/doi.org\/10.1007\/s11042-018-5608-2","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,14]]},"assertion":[{"value":"11 April 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 November 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 January 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 January 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}