{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,16]],"date-time":"2024-06-16T00:10:53Z","timestamp":1718496653019},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2015,4,17]],"date-time":"2015-04-17T00:00:00Z","timestamp":1429228800000},"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":["Neural Comput & Applic"],"published-print":{"date-parts":[[2016,2]]},"DOI":"10.1007\/s00521-015-1907-y","type":"journal-article","created":{"date-parts":[[2015,4,16]],"date-time":"2015-04-16T09:57:34Z","timestamp":1429178254000},"page":"305-320","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["HSR: L 1\/2-regularized sparse representation for fast face recognition using hierarchical feature selection"],"prefix":"10.1007","volume":"27","author":[{"given":"Bo","family":"Han","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingting","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianhong","family":"Yan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mengmeng","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amaury","family":"Lendasse","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,4,17]]},"reference":[{"key":"1907_CR1","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1145\/954339.954342","volume":"35","author":"WY Zhao","year":"2003","unstructured":"Zhao WY, Chellppa R, Phillips PJ, Rosenfeld A (2003) Face recognition: a literature survey. ACM Comput Surv 35:399\u2013459","journal-title":"ACM Comput Surv"},{"key":"1907_CR2","doi-asserted-by":"crossref","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 3:71\u201386","journal-title":"Cogn Neurosci"},{"key":"1907_CR3","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"PN Belhumeur","year":"1997","unstructured":"Belhumeur PN, Hespanha JP, Kriengman DJ (1997) Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE PAMI 19:711\u2013720","journal-title":"IEEE PAMI"},{"key":"1907_CR4","doi-asserted-by":"crossref","unstructured":"Barkan O et al (2013) Fast high dimensional vector multiplication face recognition. In: IEEE international conference on computer vision (ICCV), 2013","DOI":"10.1109\/ICCV.2013.246"},{"issue":"2","key":"1907_CR5","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1109\/MSP.2010.939041","volume":"28","author":"Xudong Jiang","year":"2011","unstructured":"Jiang Xudong (2011) Linear subspace learning-based dimensionality reduction. Sig Process Mag IEEE 28(2):16\u201326","journal-title":"Sig Process Mag IEEE"},{"key":"1907_CR6","doi-asserted-by":"crossref","unstructured":"Freifeld O, Black MJ (2012) Lie bodies: a manifold representation of 3D human shape. Computer vision\u2014ECCV 2012. Springer Berlin Heidelberg, pp 1\u201314","DOI":"10.1007\/978-3-642-33718-5_1"},{"issue":"2","key":"1907_CR7","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright J, Yang AY, Ganesh A et al (2009) Robust face recognition via sparse representation. IEEE Trans Pattern Anal Mach Intell 31(2):210\u2013227","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1907_CR8","doi-asserted-by":"crossref","unstructured":"Yang M, Zhang L (2010) Gabor feature based sparse representation for face recognition with Gabor occlusion dictionary. Computer vision\u2014ECCV 2010. Springer Berlin Heidelberg, pp 448\u2013461","DOI":"10.1007\/978-3-642-15567-3_33"},{"key":"1907_CR9","unstructured":"Sharma BP, Rajesh R, Rajesh M (2013) Face recognition using Gabor wavelet for image processing applications. In: Proc. of Int. Conf. on Emerging Trends in Engineering and Technology. http:\/\/searchdl.org\/public\/book_series\/AETS\/3\/98.pdf"},{"issue":"6","key":"1907_CR10","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MIS.2013.140","volume":"28","author":"E Cambria","year":"2013","unstructured":"Cambria E et al (2013) Extreme learning machines. IEEE Intell Syst 28(6):30\u201359","journal-title":"IEEE Intell Syst"},{"issue":"5","key":"1907_CR11","doi-asserted-by":"crossref","first-page":"4069","DOI":"10.1121\/1.4830855","volume":"134","author":"HA Gupta","year":"2013","unstructured":"Gupta HA, Raju A, Alwan A (2013) The effect of non-linear dimension reduction on Gabor filter bank feature space. J Acoust Soc Am 134(5):4069","journal-title":"J Acoust Soc Am"},{"key":"1907_CR12","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.ins.2014.08.010","volume":"289","author":"Jiuwen Cao","year":"2014","unstructured":"Cao Jiuwen, Lin Zhiping (2014) Bayesian signal detection with compressed measurements. Inf Sci 289:241\u2013253","journal-title":"Inf Sci"},{"key":"1907_CR13","doi-asserted-by":"crossref","unstructured":"Xu ZB (2010) Data modeling: visual psychology approach and L1\/2 regularization theory. In: Proceedings of international congress of Mathematicians, pp 3151\u20133184","DOI":"10.1142\/9789814324359_0184"},{"issue":"1","key":"1907_CR14","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1016\/j.neucom.2005.12.126","volume":"70","author":"GB Huang","year":"2006","unstructured":"Huang GB, Zhu QY, Siew CK (2006) Extreme learning machine: theory and applications. Neurocomputing 70(1):489\u2013501","journal-title":"Neurocomputing"},{"key":"1907_CR15","unstructured":"Huang GB, Zhu QY, Siew CK (2004) Extreme learning machine: a new learning scheme of feedforward neural networks. In: Proceedings of IEEE international joint conference on neural networks, vol 2, pp 985\u2013990"},{"key":"1907_CR16","first-page":"1","volume":"2014","author":"J Cao","year":"2014","unstructured":"Cao J, Lianglin X (2014) Protein sequence classification with improved extreme learning machine algorithms. BioMed Res Int 2014:1\u201312. Article ID 103054","journal-title":"BioMed Res Int"},{"issue":"2","key":"1907_CR17","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1109\/TSMCB.2011.2168604","volume":"42","author":"GB Huang","year":"2012","unstructured":"Huang GB, Zhou H, Ding X (2012) Extreme learning machine for regression and multiclass classification. IEEE Trans Syst Man Cybern Part B Cybern 42(2):513\u2013529","journal-title":"IEEE Trans Syst Man Cybern Part B Cybern"},{"key":"1907_CR18","doi-asserted-by":"crossref","unstructured":"Noble B (1975) Methods for computing the Moore\u2013Penrose generalized inverse, and related matters. In: Nashed MZ (ed) Generalized inverses and applications. Academic, New York, pp 245\u2013301. http:\/\/www.univie.ac.at\/nuhag-php\/bibtex\/open_files\/no76_B.%20Noble0001.pdf","DOI":"10.1016\/B978-0-12-514250-2.50011-1"},{"key":"1907_CR19","first-page":"467","volume":"11","author":"C Liu","year":"2002","unstructured":"Liu C, Wechsler H (2002) Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition. IEEE IP 11:467\u2013476","journal-title":"IEEE IP"},{"key":"1907_CR20","unstructured":"Baldi P (2012) Autoencoders, unsupervised learning, and deep architectures. ICML Unsupervised and Transfer Learning, JMLR: Workshop and Conference Proceedings, vol 27, pp 37\u201350. http:\/\/ww.mtome.com\/Publications\/CiML\/CiML-v7-book.pdf#page=53"},{"issue":"16","key":"1907_CR21","doi-asserted-by":"crossref","first-page":"3056","DOI":"10.1016\/j.neucom.2007.02.009","volume":"70","author":"GB Huang","year":"2007","unstructured":"Huang GB, Chen L (2007) Convex incremental extreme learning machine. Neurocomputing 70(16):3056\u20133062","journal-title":"Neurocomputing"},{"issue":"3","key":"1907_CR22","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1007\/BF02294359","volume":"52","author":"H Akaike","year":"1987","unstructured":"Akaike H (1987) Factor analysis and AIC. Psychometrika 52(3):317\u2013332","journal-title":"Psychometrika"},{"issue":"2","key":"1907_CR23","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1177\/0049124104268644","volume":"33","author":"KP Burnham","year":"2004","unstructured":"Burnham KP, Anderson DR (2004) Multimodel inference understanding AIC and BIC in model selection. Sociol Methods Res 33(2):261\u2013304","journal-title":"Sociol Methods Res"},{"key":"1907_CR24","first-page":"2541","volume":"7","author":"P Zhao","year":"2006","unstructured":"Zhao P, Yu B (2006) On model selection consistency of Lasso. J Mach Learn Res 7:2541\u20132563","journal-title":"J Mach Learn Res"},{"key":"1907_CR25","doi-asserted-by":"crossref","unstructured":"Ogutu JO, Torben S-S, Hans-Peter P (2012) Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensions. In: BMC proceedings, vol 6, no Suppl 2, BioMed Central Ltd","DOI":"10.1186\/1753-6561-6-S2-S10"},{"key":"1907_CR26","doi-asserted-by":"crossref","first-page":"606","DOI":"10.1109\/JSTSP.2007.910971","volume":"1","author":"J Kim","year":"2007","unstructured":"Kim J, Koh K, Kusting M et al (2007) A method for large-scale l1-regularized least squares. IEEE J Sel Top Signal Process 1:606\u2013617","journal-title":"IEEE J Sel Top Signal Process"},{"key":"1907_CR27","doi-asserted-by":"crossref","unstructured":"Bengio Y (2009) Learning deep architectures for AI. Found Trends\u00ae Mach Learn 2(1):1\u2013127","DOI":"10.1561\/2200000006"},{"key":"1907_CR28","doi-asserted-by":"crossref","first-page":"684","DOI":"10.1109\/TPAMI.2005.92","volume":"27","author":"K Lee","year":"2005","unstructured":"Lee K, Ho J, Kriegman D (2005) Acquiring linear subspaces for face recognition under variable lighting. IEEE PAMI 27:684\u2013698","journal-title":"IEEE PAMI"},{"key":"1907_CR29","unstructured":"Martinez A, Benavente R (1998) The AR face database. CVC Technical Report no. 24"},{"key":"1907_CR30","doi-asserted-by":"crossref","first-page":"1090","DOI":"10.1109\/34.879790","volume":"22","author":"PJ Phillips","year":"2000","unstructured":"Phillips PJ, Moon H, Rizvi SA, Rauss P (2000) The FERET evaluation method-ology for face recognition algorithms. IEEE PAMI 22:1090\u20131104","journal-title":"IEEE PAMI"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-1907-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-015-1907-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-1907-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,23]],"date-time":"2019-08-23T11:38:09Z","timestamp":1566560289000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-015-1907-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,17]]},"references-count":30,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,2]]}},"alternative-id":["1907"],"URL":"https:\/\/doi.org\/10.1007\/s00521-015-1907-y","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,17]]}}}