{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:21:35Z","timestamp":1740108095783,"version":"3.37.3"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2019,12,12]],"date-time":"2019-12-12T00:00:00Z","timestamp":1576108800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,12,12]],"date-time":"2019-12-12T00:00:00Z","timestamp":1576108800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1836218","61672265"],"award-info":[{"award-number":["U1836218","61672265"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Postgraduate Research and Practice Innovation Program of Jiangsu Province","award":["KYLX_1123"],"award-info":[{"award-number":["KYLX_1123"]}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["201706790096"],"award-info":[{"award-number":["201706790096"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002338","name":"Ministry of Education of China","doi-asserted-by":"crossref","award":["B12018"],"award-info":[{"award-number":["B12018"]}],"id":[{"id":"10.13039\/501100002338","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/N007743\/1","EP\/R013616\/1"],"award-info":[{"award-number":["EP\/N007743\/1","EP\/R013616\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Pattern Anal Applic"],"published-print":{"date-parts":[[2020,8]]},"DOI":"10.1007\/s10044-019-00858-4","type":"journal-article","created":{"date-parts":[[2020,6,16]],"date-time":"2020-06-16T11:02:58Z","timestamp":1592305378000},"page":"1381-1390","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Learning a representation with the block-diagonal structure for pattern classification"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5831-1475","authenticated-orcid":false,"given":"He-Feng","family":"Yin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0310-5778","authenticated-orcid":false,"given":"Xiao-Jun","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8110-9205","authenticated-orcid":false,"given":"Josef","family":"Kittler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4485-4249","authenticated-orcid":false,"given":"Zhen-Hua","family":"Feng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,12,12]]},"reference":[{"key":"858_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.neucom.2018.03.035","volume":"296","author":"J Zheng","year":"2018","unstructured":"Zheng J, Qiu H, Sheng W, Yang X, Yu H (2018) Kernel group sparse representation classifier via structural and non-convex constraints. Neurocomputing 296:1\u201311","journal-title":"Neurocomputing"},{"key":"858_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2017.02.017","volume":"393","author":"C Shao","year":"2017","unstructured":"Shao C, Song X, Feng ZH et al (2017) Dynamic dictionary optimization for sparse-representation-based face classification using local difference images. Inf Sci 393:1\u201314","journal-title":"Inf Sci"},{"issue":"11","key":"858_CR3","doi-asserted-by":"publisher","first-page":"2949","DOI":"10.1109\/TMM.2018.2844685","volume":"20","author":"G Liu","year":"2018","unstructured":"Liu G (2018) Robust visual tracking via smooth manifold kernel sparse learning. IEEE Trans Multimed 20(11):2949\u20132963","journal-title":"IEEE Trans Multimed"},{"key":"858_CR4","doi-asserted-by":"publisher","first-page":"1026","DOI":"10.1016\/j.neucom.2016.07.015","volume":"214","author":"J Wang","year":"2016","unstructured":"Wang J, Shi D, Cheng D, Zhang Y, Gao J (2016) LRSR: low-rank-sparse representation for subspace clustering. Neurocomputing 214:1026\u20131037","journal-title":"Neurocomputing"},{"issue":"11","key":"858_CR5","doi-asserted-by":"publisher","first-page":"2734","DOI":"10.1109\/TIFS.2018.2833052","volume":"13","author":"X Song","year":"2018","unstructured":"Song X, Feng Z, Hu G et al (2018) Dictionary integration using 3D morphable face models for pose-invariant collaborative-representation-based classification. IEEE Trans Inf Forensics Secur 13(11):2734\u20132745","journal-title":"IEEE Trans Inf Forensics Secur"},{"issue":"2","key":"858_CR6","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1007\/s10044-017-0648-1","volume":"22","author":"R Chhatrala","year":"2019","unstructured":"Chhatrala R, Patil S, Lahudkar S, Jadhav D (2019) Sparse multilinear Laplacian discriminant analysis for gait recognition. Pattern Anal Appl 22(2):505\u2013518","journal-title":"Pattern Anal Appl"},{"issue":"1","key":"858_CR7","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1109\/TCYB.2015.2508645","volume":"47","author":"X Song","year":"2017","unstructured":"Song X, Feng Z, Hu G et al (2017) Half-face dictionary integration for representation-based classification. IEEE Trans Cybern 47(1):142\u2013152","journal-title":"IEEE Trans Cybern"},{"issue":"2","key":"858_CR8","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright J, Yang A, 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"},{"issue":"3","key":"858_CR9","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1145\/1970392.1970395","volume":"58","author":"E Cand\u00e8s","year":"2011","unstructured":"Cand\u00e8s E, Li X, Ma Y, Wright J (2011) Robust principal component analysis? J ACM 58(3):11","journal-title":"J ACM"},{"issue":"1","key":"858_CR10","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1109\/TPAMI.2012.88","volume":"35","author":"G Liu","year":"2013","unstructured":"Liu G, Lin Z, Yan S et al (2013) Robust recovery of subspace structures by low-rank representation. IEEE Trans Pattern Anal Mach Intell 35(1):171\u2013184","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"858_CR11","unstructured":"Ma L, Wang C, Xiao B, Zhou W (2012) Sparse representation for face recognition based on discriminative low-rank dictionary learning. In: 2012 IEEE conference on computer vision and pattern recognition, pp 2586\u20132593"},{"key":"858_CR12","doi-asserted-by":"crossref","unstructured":"Zhang Y, Jiang Z, Davis L (2013) Learning structured low-rank representations for image classification. In: 2013 IEEE conference on computer vision and pattern recognition, pp 676\u2013683","DOI":"10.1109\/CVPR.2013.93"},{"issue":"10","key":"858_CR13","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1016\/j.imavis.2014.02.007","volume":"32","author":"L Li","year":"2014","unstructured":"Li L, Li S, Fu Y (2014) Learning low-rank and discriminative dictionary for image classification. Image Vis Comput 32(10):814\u2013823","journal-title":"Image Vis Comput"},{"key":"858_CR14","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1016\/j.neucom.2015.07.031","volume":"173","author":"H Nguyen","year":"2016","unstructured":"Nguyen H, Yang W, Sheng B, Sun C (2016) Discriminative low-rank dictionary learning for face recognition. Neurocomputing 173:541\u2013551","journal-title":"Neurocomputing"},{"issue":"11","key":"858_CR15","doi-asserted-by":"publisher","first-page":"3502","DOI":"10.1016\/j.patcog.2014.05.001","volume":"47","author":"Z Zheng","year":"2014","unstructured":"Zheng Z, Yu M, Jia J et al (2014) Fisher discrimination based low rank matrix recovery for face recognition. Pattern Recogn 47(11):3502\u20133511","journal-title":"Pattern Recogn"},{"issue":"8","key":"858_CR16","doi-asserted-by":"publisher","first-page":"3294","DOI":"10.1109\/TIP.2014.2329451","volume":"23","author":"C Wei","year":"2014","unstructured":"Wei C, Chen C, Wang Y (2014) Robust face recognition with structurally incoherent low-rank matrix decomposition. IEEE Trans Image Process 23(8):3294\u20133307","journal-title":"IEEE Trans Image Process"},{"key":"858_CR17","doi-asserted-by":"crossref","unstructured":"Yin H, Wu X (2016) Face recognition based on structural incoherence and low rank projection. In: 2016 International conference on intelligent data engineering and automated learning, pp 68\u201378","DOI":"10.1007\/978-3-319-46257-8_8"},{"issue":"5","key":"858_CR18","doi-asserted-by":"publisher","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":"858_CR19","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1016\/j.imavis.2016.03.010","volume":"51","author":"Z Dong","year":"2016","unstructured":"Dong Z, Pei M, Jia Y (2016) Orthonormal dictionary learning and its application to face recognition. Image Vis Comput 51:13\u201321","journal-title":"Image Vis Comput"},{"key":"858_CR20","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1016\/j.patcog.2017.06.038","volume":"72","author":"Y Rong","year":"2017","unstructured":"Rong Y, Xiong S, Gao Y (2017) Low-rank double dictionary learning from corrupted data for robust image classification. Pattern Recogn 72:419\u2013432","journal-title":"Pattern Recogn"},{"key":"858_CR21","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.patcog.2016.12.021","volume":"66","author":"G Gao","year":"2017","unstructured":"Gao G, Yang J, Jing XY et al (2017) Learning robust and discriminative low-rank representations for face recognition with occlusion. Pattern Recogn 66:129\u2013143","journal-title":"Pattern Recogn"},{"key":"858_CR22","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1016\/j.neucom.2017.08.068","volume":"275","author":"H Du","year":"2018","unstructured":"Du H, Zhao Z, Wang S, Zhang F (2018) Discriminative low-rank graph preserving dictionary learning with Schatten-p quasi-norm regularization for image recognition. Neurocomputing 275:697\u2013710","journal-title":"Neurocomputing"},{"key":"858_CR23","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1016\/j.patcog.2018.03.016","volume":"80","author":"C Wu","year":"2018","unstructured":"Wu C, Ding J (2018) Occluded face recognition using low-rank regression with generalized gradient direction. Pattern Recogn 80:256\u2013268","journal-title":"Pattern Recogn"},{"issue":"12","key":"858_CR24","doi-asserted-by":"publisher","first-page":"2051","DOI":"10.1109\/TIFS.2014.2361936","volume":"9","author":"Y Li","year":"2014","unstructured":"Li Y, Liu J, Lu H, Ma S (2014) Learning robust face representation with classwise block-diagonal structure. IEEE Trans Inf Forensics Secur 9(12):2051\u20132062","journal-title":"IEEE Trans Inf Forensics Secur"},{"issue":"7","key":"858_CR25","doi-asserted-by":"publisher","first-page":"3111","DOI":"10.1109\/TNNLS.2017.2712801","volume":"29","author":"Z Zhang","year":"2018","unstructured":"Zhang Z, Xu Y, Shao L, Yang J (2018) Discriminative block-diagonal representation learning for image recognition. IEEE Trans Neural Netw Learn Syst 29(7):3111\u20133125","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"858_CR26","unstructured":"Lin Z, Liu R, Su Z (2011) Linearized alternating direction method with adaptive penalty for low-rank representation. In: 2011 advances in neural information processing systems, pp 612\u2013620"},{"issue":"6","key":"858_CR27","doi-asserted-by":"publisher","first-page":"643","DOI":"10.1109\/34.927464","volume":"23","author":"A Georghiades","year":"2001","unstructured":"Georghiades A, Belhumeur P, Kriegman D (2001) From few to many: illumination cone models for face recognition under variable lighting and pose. IEEE Trans Pattern Anal Mach Intell 23(6):643\u2013660","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"858_CR28","unstructured":"Martinez AM (1998) The AR face database. CVC technical report, p 24"},{"key":"858_CR29","doi-asserted-by":"crossref","unstructured":"Samaria F, Harter A (1994) Parameterisation of a stochastic model for human face identification. In: Proceedings of the second IEEE workshop on applications of computer vision, pp 138\u2013142","DOI":"10.1109\/ACV.1994.341300"},{"key":"858_CR30","unstructured":"Huang G, Mattar M, Berg T et al (2007) Labeled faces in the wild: a database for studying face recognition in unconstrained environments. Technical report 07\u201349. University of Massachusetts, Amherst"},{"key":"858_CR31","doi-asserted-by":"crossref","unstructured":"Lazebnik S, Schmid C, Ponce J (2006) Beyond bags of features: spatial pyramid matching for recognizing natural scene categories. In: 2006 IEEE conference on computer vision and pattern recognition, pp 2169\u20132178","DOI":"10.1109\/CVPR.2006.68"},{"key":"858_CR32","doi-asserted-by":"crossref","unstructured":"Yang M, Zhang L, Feng X, Zhang D (2011) Fisher discrimination dictionary learning for sparse representation. In: 2011 IEEE international conference on computer vision, pp 543\u2013550","DOI":"10.1109\/ICCV.2011.6126286"},{"key":"858_CR33","doi-asserted-by":"crossref","unstructured":"Wang J, Yang J, Yu K, Lv F, Huang T (2010) Locality-constrained linear coding for image classification. In: 2010 IEEE conference on computer vision and pattern recognition, pp 3360\u20133367","DOI":"10.1109\/CVPR.2010.5540018"},{"key":"858_CR34","unstructured":"Zhang L, Yang M, Feng X (2011) Sparse representation or collaborative representation: which helps face recognition? In: 2011 IEEE international conference on computer vision, pp 471\u2013478"},{"issue":"11","key":"858_CR35","doi-asserted-by":"publisher","first-page":"2651","DOI":"10.1109\/TPAMI.2013.88","volume":"35","author":"Z Jiang","year":"2013","unstructured":"Jiang Z, Lin Z, Davis L (2013) Label consistent K-SVD: learning a discriminative dictionary for recognition. IEEE Trans Pattern Anal Mach Intell 35(11):2651\u20132664","journal-title":"IEEE Trans Pattern Anal Mach Intell"}],"container-title":["Pattern Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-019-00858-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10044-019-00858-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-019-00858-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,11]],"date-time":"2020-12-11T01:09:49Z","timestamp":1607648989000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10044-019-00858-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12,12]]},"references-count":35,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2020,8]]}},"alternative-id":["858"],"URL":"https:\/\/doi.org\/10.1007\/s10044-019-00858-4","relation":{},"ISSN":["1433-7541","1433-755X"],"issn-type":[{"type":"print","value":"1433-7541"},{"type":"electronic","value":"1433-755X"}],"subject":[],"published":{"date-parts":[[2019,12,12]]},"assertion":[{"value":"7 December 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 November 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 December 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}