{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,18]],"date-time":"2026-01-18T21:34:42Z","timestamp":1768772082290,"version":"3.49.0"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T00:00:00Z","timestamp":1498003200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2018,1]]},"DOI":"10.1007\/s10489-017-0956-6","type":"journal-article","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T02:02:55Z","timestamp":1498010575000},"page":"156-165","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Robust face recognition via discriminative and common hybrid dictionary learning"],"prefix":"10.1007","volume":"48","author":[{"given":"Chang-Peng","family":"Wang","sequence":"first","affiliation":[]},{"given":"Wei","family":"Wei","sequence":"additional","affiliation":[]},{"given":"Jiang-She","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Hou-Bing","family":"Song","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,21]]},"reference":[{"key":"956_CR1","doi-asserted-by":"crossref","unstructured":"Beham MP, Roomi SM (2013) A review of face recognition method. Int J Pattern Recognit Artif Intell 27(04)","DOI":"10.1142\/S0218001413560053"},{"key":"956_CR2","doi-asserted-by":"crossref","unstructured":"Li H, Lin Z, Shen X, Brandt J, Hua G (2015) A convolutional neural network cascade for face detection. Comput Vis Pattern Recognit 5325\u20135334","DOI":"10.1109\/CVPR.2015.7299170"},{"issue":"5500","key":"956_CR3","doi-asserted-by":"crossref","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. Science 290(5500):2319\u20132323","journal-title":"Science"},{"issue":"5500","key":"956_CR4","doi-asserted-by":"crossref","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":"7","key":"956_CR5","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"PN Belhumeur","year":"1997","unstructured":"Belhumeur PN, Hepanha 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":"3","key":"956_CR6","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1109\/TPAMI.2005.55","volume":"27","author":"X He","year":"2005","unstructured":"He X, Yan S, Niyogi P, Zhang HJ (2005) Face recognition using laplacianfaces. IEEE Trans Pattern Anal Mach Intell 27(3):328\u2013340","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"11","key":"956_CR7","doi-asserted-by":"crossref","first-page":"3608","DOI":"10.1109\/TIP.2006.881945","volume":"15","author":"D Cai","year":"2006","unstructured":"Cai D, He X, Han J (2006) H, Zhang. Orthogonal laplacianfaces for face recognition. IEEE Trans Image Process 15(11):3608\u2013 3614","journal-title":"IEEE Trans Image Process"},{"issue":"11","key":"956_CR8","doi-asserted-by":"crossref","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. Pattern Recogn 45(11):3866\u20133876","journal-title":"Pattern Recogn"},{"issue":"2","key":"956_CR9","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright J, Yang A, Ganesh A, Sastry S, Ma Y (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"},{"issue":"3","key":"956_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1970392.1970395","volume":"58","author":"EJ Candes","year":"2011","unstructured":"Candes EJ, Li X, Ma Y, Wright J (2011) Robust principal component analysis. J ACM 58(3):1\u201337","journal-title":"J ACM"},{"key":"956_CR11","doi-asserted-by":"crossref","unstructured":"Peng Y, Ganesh A, Wright J, Xu W, Ma Y (2010) RASL: robust alignment by sparse and low-rank decomposition for linearly correlated images. In: IEEE Conference on computer vision and pattern recognition, pp 763\u2013770","DOI":"10.1109\/CVPR.2010.5540138"},{"key":"956_CR12","unstructured":"Zhang Z, Ganesh A, Liang X, Ma Y (2010) TILT: transform invariant low-rank textures. Asian Conf Comput Vis 314\u2013328"},{"key":"956_CR13","unstructured":"Ji H, Liu C, Shen Z, Xu Y (2010) Robust video denoising using Low rank matrix completioni. In: IEEE Conference on computer vision and pattern recognition, pp 1791\u20131798"},{"key":"956_CR14","unstructured":"Chen C, Wei C, Wang Y (2011) Low-rank matrix recovey with structural incoherence for robust face recognition. In: IEEE Conference on computer vision and pattern recognition, pp 2618\u20132625"},{"key":"956_CR15","unstructured":"Ma L, Wang C, Xiao B, Zhou W (2012) Sparse representation for face recognition based on discriminative low-rank dictionary learning. In: IEEE Conference on computer vision and pattern recognition, pp 2586\u20132593"},{"issue":"5","key":"956_CR16","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1016\/j.jvcir.2014.01.015","volume":"25","author":"J Chen","year":"2014","unstructured":"Chen J, Zhang Y (2014) Sparse representation for face recognition by discriminative low-rank matrix recovery. J Vis Commun Image Represent 25(5):763\u2013773","journal-title":"J Vis Commun Image Represent"},{"key":"956_CR17","doi-asserted-by":"crossref","unstructured":"Zhang Y, Jiang Z, Davis L (2013) Learning structured low-rank representations for image classification. In: IEEE Conference on computer vision and pattern recognition, pp 676\u2013683","DOI":"10.1109\/CVPR.2013.93"},{"issue":"8","key":"956_CR18","doi-asserted-by":"crossref","first-page":"1207","DOI":"10.1002\/cpa.20124","volume":"59","author":"EJ Candes","year":"2006","unstructured":"Candes EJ, Romberg J, Tao T (2006) Stable signal recovery from incomplete and inaccurate measurements. Commun Pure Appl Math 59(8):1207\u20131223","journal-title":"Commun Pure Appl Math"},{"issue":"2","key":"956_CR19","doi-asserted-by":"crossref","first-page":"572","DOI":"10.1137\/090761793","volume":"21","author":"V Chandrasekaran","year":"2011","unstructured":"Chandrasekaran V, Sanghavi S, Parrilo P, Willsky A (2011) Rank-sparsity incoherence for matrix decomposition. SIAM J Optim 21(2):572\u2013596","journal-title":"SIAM J Optim"},{"key":"956_CR20","unstructured":"Wu L, Ganesh A, Shi B, Matsushita Y, Wang Y, Ma Y (2010) Robust photometric stereo via low-rank matrix completion and recovery. Asian Conf Comput Vis 703\u2013717"},{"key":"956_CR21","doi-asserted-by":"crossref","unstructured":"Tan W, Gene C, Ma Y (2011) Face recovery in conference video streaming using robust principal component analysis. IEEE Inter Conf Image Process 3225\u20133228","DOI":"10.1109\/ICIP.2011.6116356"},{"key":"956_CR22","doi-asserted-by":"crossref","unstructured":"Liang X, Ren X, Zhang Z, Ma Y (2012) Repairing sparse low-rank texture. Europeon Conf Comput Vis 482\u2013495","DOI":"10.1007\/978-3-642-33715-4_35"},{"issue":"6","key":"956_CR23","doi-asserted-by":"crossref","first-page":"797","DOI":"10.1002\/cpa.20132","volume":"59","author":"D Donoho","year":"2006","unstructured":"Donoho D (2006) For most large underdetermined systems of linear equations the minimal \u2113 1-norm solution is also the sparsest solution. Comm Pure and Applied Math 59(6):797\u2013829","journal-title":"Comm Pure and Applied Math"},{"issue":"4","key":"956_CR24","doi-asserted-by":"crossref","first-page":"744","DOI":"10.1109\/TPAMI.2015.2465956","volume":"38","author":"T-H Oh","year":"2016","unstructured":"Oh T-H, Tai Y-W, Bazin J-C, Kim H, Kweon IS (2016) Partial sum minimization of singular values in robust pca: algorithm and applications. IEEE Trans Pattern Anal Mach Intell 38(4):744\u2013758","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"956_CR25","doi-asserted-by":"crossref","unstructured":"Hale ET, Yin W, Zhang Y (2008) Fixed-point continuation for \u2113 1-minimization: methodology and convergence. SIAM Journal on Optimization","DOI":"10.1137\/070698920"},{"key":"956_CR26","volume-title":"IEEE conference on computer vision and pattern recognition","author":"Q Shi","year":"2011","unstructured":"Shi Q, Eriksson A, Hengel AVD, Shen C (2011) Is face recognition really a compressive sensing problem? IEEE conference on computer vision and pattern recognition"},{"key":"956_CR27","unstructured":"Rigamonti R, Brown MA, Lepetit V (2011) Are sparse represemtations really relevent for image classification. In: IEEE Conference on computer vision and pattern recognition, pp 1545\u20131552"},{"issue":"2","key":"956_CR28","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1109\/TPAMI.2011.112","volume":"34","author":"A Wagner","year":"2012","unstructured":"Wagner A, Wright J, Ganesh A, Zhou Z, Mobahi H, Ma Y (2012) Towards a practical face recognition system: robust alignment and illumination by sparse representation. IEEE Trans Pattern Anal Mach Intell 34(2):372\u2013386","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"9","key":"956_CR29","doi-asserted-by":"crossref","first-page":"1864","DOI":"10.1109\/TPAMI.2012.30","volume":"34","author":"W Deng","year":"2012","unstructured":"Deng W, Hu J, Guo J, Extended SRC (2012) Undersampled face recognition via intraclass variant dictionary. IEEE Trans Pattern Anal Mach Intell 34(9):1864\u20131870","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"956_CR30","doi-asserted-by":"crossref","unstructured":"Mu Y, Dong J, Yuan X, Yan S (2011) Accelerated low-rank visual recovery by random projection In: IEEE Conference on computer vision and pattern recognition, pp 2609\u20132616","DOI":"10.1109\/CVPR.2011.5995369"},{"issue":"2","key":"956_CR31","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","volume":"32","author":"B Efron","year":"2004","unstructured":"Efron B, Hastie T, Johnstone I, Tibshirani R (2004) Least angle regression. Ann Stat 32(2):407\u2013499","journal-title":"Ann Stat"},{"key":"956_CR32","unstructured":"Lee H, Battle A, Raina R, Ng A (2006) Efficient sparse coding algorithms. Adv Neural Inf Proces Syst 801\u2013808"},{"key":"956_CR33","doi-asserted-by":"crossref","unstructured":"Yang AY, Ganesh A, Zhou ZH, Sastry SS, Ma Y (2010) A review of fast l1-minimization algorithms for robust face recognition. arXiv: 1007.3753v2","DOI":"10.21236\/ADA525384"},{"key":"956_CR34","unstructured":"Martinez A, Benavente R (1998) The AR face database. CVC Technical Report: 24"},{"key":"956_CR35","doi-asserted-by":"crossref","first-page":"807","DOI":"10.1016\/j.imavis.2009.08.002","volume":"28","author":"R Gross","year":"2010","unstructured":"Gross R, Matthews I, Cohn J, Kanade T, Baker S (2010) Multi-PIE. Image Vis Comput 28:807\u2013813","journal-title":"Image Vis Comput"},{"issue":"10","key":"956_CR36","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 PJ (2000) The feret evaluation methodology for face-recognition algorithms. IEEE Trans Pattern Anal Mach Intell 22(10):1090\u20131104","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"956_CR37","doi-asserted-by":"crossref","unstructured":"Zhang L, Yang M, Feng X (2011) Sparse representation or collaborative representation: Which helps face recognition? In: IEEE International conference on computer vision, pp 471\u2013478","DOI":"10.1109\/ICCV.2011.6126277"},{"issue":"11","key":"956_CR38","doi-asserted-by":"crossref","first-page":"2106","DOI":"10.1109\/TPAMI.2010.128","volume":"32","author":"I Naseem","year":"2010","unstructured":"Naseem I, Togneri R, Bennamoun M (2010) Linear regression for face recognition. IEEE Trans Pattern Anal Mach Intell 32(11):2106\u20132112","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"11","key":"956_CR39","doi-asserted-by":"crossref","first-page":"3608","DOI":"10.1109\/TIP.2006.881945","volume":"15","author":"D Cai","year":"2006","unstructured":"Cai D, He X, Han J, Zhang H (2006) Orthogonal Laplacianfaces for Face Recognition. IEEE Trans Image Process 15(11):3608\u20133614","journal-title":"IEEE Trans Image Process"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-017-0956-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-017-0956-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-017-0956-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T21:06:50Z","timestamp":1750367210000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-017-0956-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,21]]},"references-count":39,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["956"],"URL":"https:\/\/doi.org\/10.1007\/s10489-017-0956-6","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,21]]}}}