{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:59:43Z","timestamp":1705013983195},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"20","license":[{"start":{"date-parts":[[2014,12,9]],"date-time":"2014-12-09T00:00:00Z","timestamp":1418083200000},"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":[[2016,10]]},"DOI":"10.1007\/s11042-014-2340-4","type":"journal-article","created":{"date-parts":[[2014,12,8]],"date-time":"2014-12-08T14:42:51Z","timestamp":1418049771000},"page":"12535-12546","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Robust regression based face recognition with fast outlier removal"],"prefix":"10.1007","volume":"75","author":[{"given":"Fumin","family":"Shen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wankou","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanxi","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanwang","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heng Tao","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,12,9]]},"reference":[{"issue":"2","key":"2340_CR1","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1109\/TPAMI.2003.1177153","volume":"25","author":"R Basri","year":"2003","unstructured":"Basri R, Jacobs D (2003) Lambertian reflectance and linear subspaces. IEEE Trans Pattern Anal Mach Intell 25(2):218\u2013233","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"99","key":"2340_CR2","first-page":"1","volume":"PP","author":"W Deng","year":"2012","unstructured":"Deng W, Hu J, Guo J (2012) Extended SRC: undersampled face recognition via intra-class variant dictionary. IEEE Trans Pattern Anal Mach Intell PP(99):1","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"2340_CR3","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1109\/34.927464","volume":"23","author":"AS Georghiades","year":"2001","unstructured":"Georghiades AS, Belhumeur PN, Kriegman DJ (2001) From few to many: illumination cone models for face recognition under variable lighting and pose. IEEE Trans Pattern Anal Mac. Intell 23(6):643\u2013660","journal-title":"IEEE Trans Pattern Anal Mac. Intell"},{"issue":"1","key":"2340_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0167-9473(98)00082-6","volume":"30","author":"DM Hawkins","year":"1999","unstructured":"Hawkins DM, Olive DJ (1999) Improved feasible solution algorithms for high breakdown estimation. Comput Stat Data Anal 30(1):1\u201311","journal-title":"Comput Stat Data Anal"},{"key":"2340_CR5","unstructured":"He X, Cai D, Niyogi P. (2005) Laplacian score for feature selection. In: Proc. of advances in neural information processing systems"},{"key":"2340_CR6","doi-asserted-by":"crossref","unstructured":"Ho J, Yang MH, Lim J, Lee KC, Kriegman D (2003) Clustering appearances of objects under varying illumination conditions. In: Proc. IEEE int. conf. computer vision and pattern recognition, pp 11\u201318","DOI":"10.1109\/CVPR.2003.1211332"},{"issue":"5","key":"2340_CR7","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1109\/TCYB.2013.2265601","volume":"44","author":"R Hong","year":"2013","unstructured":"Hong R, Wang M, Gao Y, Tao D, Li X, Wu X (2013) Image annotation by multiple-instance learning with discriminative feature mapping and selection. IEEE Trans Cybern 44(5):669\u2013680","journal-title":"IEEE Trans Cybern"},{"issue":"1","key":"2340_CR8","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1214\/088342307000000087","volume":"23","author":"M Hubert","year":"2008","unstructured":"Hubert M, Rousseeuw PJ, Aelst Sv (2008) High-breakdown robust multivariate methods. Stat Sci 23(1):92\u2013119","journal-title":"Stat Sci"},{"issue":"5","key":"2340_CR9","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 Trans Pattern Anal Mach Intell 27 (5):684\u2013698","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5","key":"2340_CR10","doi-asserted-by":"crossref","first-page":"684","DOI":"10.1109\/TPAMI.2005.92","volume":"27","author":"KC Lee","year":"2005","unstructured":"Lee KC, Ho J, Kriegman D (2005) Acquiring linear subspaces for face recognition under variable lighting. IEEE Trans Pattern Anal Mach Intell 27(5):684\u2013698","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"2340_CR11","unstructured":"Martinez A, Benavente R (1998) The AR face database. CVC, Tech. Rep"},{"issue":"11","key":"2340_CR12","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"},{"key":"2340_CR13","doi-asserted-by":"crossref","unstructured":"Rousseeuw PJ (1984) Least median of squares regression. J Amer Stat Assoc 79(388)","DOI":"10.1080\/01621459.1984.10477105"},{"key":"2340_CR14","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1007\/s10618-005-0024-4","volume":"12","author":"PJ Rousseeuw","year":"2006","unstructured":"Rousseeuw PJ, Driessen K (2006) Computing LTS regression for large data sets. Data Min Knowl Discov 12:29\u201345","journal-title":"Data Min Knowl Discov"},{"issue":"5","key":"2340_CR15","doi-asserted-by":"crossref","first-page":"1836","DOI":"10.1109\/TIP.2013.2237914","volume":"22","author":"F Shen","year":"2013","unstructured":"Shen F, Shen C, van den Hengel A, Tang Z (2013) Approximate least trimmed sum of squares fitting and applications in image analysis. IEEE Trans Image Process 22(5):1836\u20131847","journal-title":"IEEE Trans Image Process"},{"issue":"0","key":"2340_CR16","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.csda.2014.02.018","volume":"77","author":"F Shen","year":"2014","unstructured":"Shen F, Shen C, Hill R, van den Hengel A, Tang Z (2014) Fast approximate l \u221e minimization: speeding up robust regression. Comput Stat Data Anal 77(0):25\u201337","journal-title":"Comput Stat Data Anal"},{"key":"2340_CR17","doi-asserted-by":"crossref","unstructured":"Shen F, Shen C, Shi Q, van den Hengel A, Tang Z (2013) Inductive hashing on manifolds In: IEEE conference on computer vision and pattern recognition (CVPR\u201913)","DOI":"10.1109\/CVPR.2013.205"},{"issue":"0","key":"2340_CR18","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.neucom.2012.08.007","volume":"101","author":"F Shen","year":"2013","unstructured":"Shen F, Tang Z, Xu J (2013) Locality constrained representation based classification with spatial pyramid patches. Neurocomputing 101(0):104\u2013115","journal-title":"Neurocomputing"},{"key":"2340_CR19","doi-asserted-by":"crossref","unstructured":"Shi Q, Eriksson A, van den Hengel A, Shen C (2011) Is face recognition really a compressive sensing problem?. In: Proc. IEEE int. conf. computer vision and pattern recognition, pp 553\u2013560","DOI":"10.1109\/CVPR.2011.5995556"},{"key":"2340_CR20","doi-asserted-by":"crossref","first-page":"1615","DOI":"10.1109\/TPAMI.2003.1251154","volume":"25","author":"T Sim","year":"2003","unstructured":"Sim T, Baker S, Bsat M (2003) The CMU pose, illumination, and expression database. IEEE Trans Patt Anal Mach Intell 25:1615\u20131618","journal-title":"IEEE Trans Patt Anal Mach Intell"},{"issue":"5","key":"2340_CR21","doi-asserted-by":"crossref","first-page":"733","DOI":"10.1109\/TCSVT.2009.2017400","volume":"19","author":"M Wang","year":"2009","unstructured":"Wang M, Hua XS, Hong R, Tang J, Qi GJ, Song Y (2009) Unified video annotation via multigraph learning. IEEE Trans Circ Syst Video Technol 19(5):733\u2013746","journal-title":"IEEE Trans Circ Syst Video Technol"},{"issue":"3","key":"2340_CR22","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1109\/TMM.2009.2012919","volume":"11","author":"M Wang","year":"2009","unstructured":"Wang M, Hua XS, Tang J, Hong R (2009) Beyond distance measurement: constructing neighborhood similarity for video annotation. IEEE Trans Multimedia 11(3):465\u2013476","journal-title":"IEEE Trans Multimedia"},{"issue":"4","key":"2340_CR23","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1145\/2333112.2333120","volume":"44","author":"M Wang","year":"2012","unstructured":"Wang M, Ni B, Hua XS, Chua TS (2012) Assistive tagging: a survey of multimedia tagging with human-computer joint exploration. ACM Comput Surveys 44(4):25","journal-title":"ACM Comput Surveys"},{"key":"2340_CR24","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, Sastry SS, Ma Y (2009) Robust face recognition via sparse representation. IEEE Trans Pattern Anal Mach Intell 31:210\u2013227","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"2","key":"2340_CR25","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1007\/s11280-010-0099-8","volume":"14","author":"Y Yang","year":"2011","unstructured":"Yang Y, Huang Z, Shen HT, Zhou X (2011) Mining multi-tag association for image tagging. World Wide Web 14(2):133\u2013156","journal-title":"World Wide Web"},{"issue":"5","key":"2340_CR26","doi-asserted-by":"crossref","first-page":"1358","DOI":"10.1016\/j.patcog.2012.10.026","volume":"46","author":"Y Yang","year":"2013","unstructured":"Yang Y, Huang Z, Yang Y, Liu J, Shen HT, Luo J (2013) Local image tagging via graph regularized joint group sparsity. Pattern Recog 46(5):1358\u20131368","journal-title":"Pattern Recog"},{"key":"2340_CR27","doi-asserted-by":"crossref","unstructured":"Yang Y, Yang Y, Huang Z, Shen HT, Nie F (2011) Tag localization with spatial correlations and joint group sparsity. In: IEEE conference on computer vision and pattern recognition, pp 881\u2013888. IEEE","DOI":"10.1109\/CVPR.2011.5995499"},{"issue":"2","key":"2340_CR28","doi-asserted-by":"crossref","first-page":"14:1","DOI":"10.1145\/2457450.2457456","volume":"9","author":"Y Yang","year":"2013","unstructured":"Yang Y, Yang Y, Shen HT (2013) Effective transfer tagging from image to video. ACM Trans Multimedia Comput Commun Appl 9(2):14:1\u201314:20","journal-title":"ACM Trans Multimedia Comput Commun Appl"},{"issue":"8","key":"2340_CR29","doi-asserted-by":"crossref","first-page":"1760","DOI":"10.1109\/TKDE.2012.118","volume":"25","author":"Y Yang","year":"2013","unstructured":"Yang Y, Yang Y, Shen HT, Zhang Y, Du X, Zhou X (2013) Discriminative nonnegative spectral clustering with out-of-sample extension. IEEE Trans Knowl Data Eng 25(8):1760\u20131771","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"6","key":"2340_CR30","doi-asserted-by":"crossref","first-page":"1677","DOI":"10.1109\/TMM.2014.2323014","volume":"16","author":"Y Yang","year":"2014","unstructured":"Yang Y, Zha ZJ, Gao Y, Zhu X, Chua TS (2014) Exploiting web images for semantic video indexing via robust sample-specific loss. IEEE Trans Multimedia 16(6):1677\u20131689","journal-title":"IEEE Trans Multimedia"},{"issue":"8","key":"2340_CR31","doi-asserted-by":"crossref","first-page":"1408","DOI":"10.1109\/TCYB.2013.2285219","volume":"44","author":"L Zhang","year":"2013","unstructured":"Zhang L, Gao Y, Hong C, Feng Y, Zhu J, Cai D (2013) Feature correlation hypergraph: exploiting high-order potentials for multimodal recognition. IEEE Trans Cybern 44(8):1408\u20131419","journal-title":"IEEE Trans Cybern"},{"issue":"2","key":"2340_CR32","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1109\/TMM.2013.2293424","volume":"16","author":"L Zhang","year":"2014","unstructured":"Zhang L, Gao Y, Lu K, Shen J, Ji R (2014) Representative discovery of structure cues for weakly-supervised image segmentation. IEEE Trans Multimedia 16(2):470\u2013479","journal-title":"IEEE Trans Multimedia"},{"key":"2340_CR33","doi-asserted-by":"crossref","unstructured":"Zhang L, Gao Y, Xia Y, Dai Q, Li X (2014) A fine-grained image categorization system by cellet-encoded spatial pyramid modeling. IEEE Trans Ind Electron:1","DOI":"10.1109\/TIE.2014.2327558"},{"issue":"12","key":"2340_CR34","doi-asserted-by":"crossref","first-page":"5071","DOI":"10.1109\/TIP.2013.2278465","volume":"22","author":"L Zhang","year":"2013","unstructured":"Zhang L, Han Y, Yang Y, Song M, Yan S, Tian Q (2013) Discovering discriminative graphlets for aerial image categories recognition. IEEE Trans Image Process 22(12):5071\u20135084","journal-title":"IEEE Trans Image Process"},{"issue":"6","key":"2340_CR35","doi-asserted-by":"crossref","first-page":"1597","DOI":"10.1016\/j.sigpro.2012.05.012","volume":"93","author":"L Zhang","year":"2013","unstructured":"Zhang L, Song M, Liu X, Bu J, Chen C (2013) Fast multi-view segment graph kernel for object classification. Signal Process 93(6):1597\u20131607","journal-title":"Signal Process"},{"key":"2340_CR36","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.ins.2013.08.020","volume":"254","author":"L Zhang","year":"2014","unstructured":"Zhang L, Song M, Liu X, Sun L, Chen C, Bu J (2014) Recognizing architecture styles by hierarchical sparse coding of blocklets. Inf Sci 254:141\u2013154","journal-title":"Inf Sci"},{"key":"2340_CR37","doi-asserted-by":"crossref","unstructured":"Zhang L, Yang M, Feng X (2011) Sparse representation or collaborative representation: which helps face recognition? In: Proc. IEEE int. conf. computer vision, pp 471\u2013478","DOI":"10.1109\/ICCV.2011.6126277"},{"issue":"9","key":"2340_CR38","doi-asserted-by":"crossref","first-page":"4150","DOI":"10.1109\/TIP.2014.2344433","volume":"23","author":"L Zhang","year":"2014","unstructured":"Zhang L, Yang Y, Gao Y, Yu Y, Wang C, Li X (2014) A probabilistic associative model for segmenting weakly-supervised images. IEEE Trans Image Process 23(9):4150\u20134159","journal-title":"IEEE Trans Image Process"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-014-2340-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-014-2340-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-014-2340-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-014-2340-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,18]],"date-time":"2019-08-18T07:07:10Z","timestamp":1566112030000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-014-2340-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12,9]]},"references-count":38,"journal-issue":{"issue":"20","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["2340"],"URL":"https:\/\/doi.org\/10.1007\/s11042-014-2340-4","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,12,9]]}}}