{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T04:14:42Z","timestamp":1747973682417,"version":"3.41.0"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319168074"},{"type":"electronic","value":"9783319168081"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-16808-1_41","type":"book-chapter","created":{"date-parts":[[2015,4,15]],"date-time":"2015-04-15T09:14:46Z","timestamp":1429089286000},"page":"617-631","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Sparse Kernel Learning for Image Set Classification"],"prefix":"10.1007","author":[{"given":"Muhammad","family":"Uzair","sequence":"first","affiliation":[]},{"given":"Arif","family":"Mahmood","sequence":"additional","affiliation":[]},{"given":"Ajmal","family":"Mian","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,4,16]]},"reference":[{"key":"41_CR1","doi-asserted-by":"crossref","unstructured":"Lu, J., Wang, G., Moulin, P.: Image set classification using holistic multiple order statistics features and localized multi-kernel metric learning. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.48"},{"key":"41_CR2","doi-asserted-by":"crossref","unstructured":"Wang, R., Shan, S., Chen, X., Gao, W.: Manifold-manifold distance with application to face recognition based on image set. In: CVPR, pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587719"},{"key":"41_CR3","doi-asserted-by":"crossref","unstructured":"Cevikalp, H., Triggs, B.: Face recognition based on image sets. In: Computer Vsion and Pattern Recognition, pp. 2567\u20132573 (2010)","DOI":"10.1109\/CVPR.2010.5539965"},{"key":"41_CR4","doi-asserted-by":"publisher","first-page":"1992","DOI":"10.1109\/TPAMI.2011.283","volume":"34","author":"Y Hu","year":"2012","unstructured":"Hu, Y., Mian, A., Owens, R.: Face recognition using sparse approximated nearest points between image sets. IEEE Trans. PAMI 34, 1992\u20132004 (2012)","journal-title":"IEEE Trans. PAMI"},{"key":"41_CR5","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1109\/TPAMI.2007.1037","volume":"29","author":"TK Kim","year":"2007","unstructured":"Kim, T.K., Kittler, J., Cipolla, R.: Discriminative learning and recognition of image set classes using canonical correlations. IEEE PAMI 29, 1005\u20131018 (2007)","journal-title":"IEEE PAMI"},{"key":"41_CR6","doi-asserted-by":"crossref","unstructured":"Wang, R., Chen, X.: Manifold discriminant analysis. In: Computer Vsion and Pattern Recognition, pp. 429\u2013436 (2009)","DOI":"10.1109\/CVPR.2009.5206850"},{"key":"41_CR7","unstructured":"Wang, Guo, H., Davis, L., Dai, Q.: Covariance discriminative learning: a natural and efficient approach to image set classification. In: CVPR (2012)"},{"key":"41_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"851","DOI":"10.1007\/3-540-47977-5_56","volume-title":"Computer Vision - ECCV 2002","author":"G Shakhnarovich","year":"2002","unstructured":"Shakhnarovich, G., Fisher III, J.W., Darrell, T.: Face recognition from long-term observations. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002, Part III. LNCS, vol. 2352, pp. 851\u2013865. Springer, Heidelberg (2002)"},{"key":"41_CR9","unstructured":"Arandjelovic, O., Shakhnarovich, G., Fisher, J., Cipolla, R., Darrell, T.: Face recognition with image sets using manifold density divergence. In: CVPR (2005)"},{"key":"41_CR10","doi-asserted-by":"crossref","unstructured":"Uzair, M., Mahmood, A., Mian, A., McDonald, C.: A compact discriminative representation for efficient image-set classification with application to biometric recognition. In: ICB (2013)","DOI":"10.1109\/ICB.2013.6612959"},{"key":"41_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1007\/978-3-540-76390-1_46","volume-title":"Computer Vision \u2013 ACCV 2007","author":"K Fukui","year":"2007","unstructured":"Fukui, K., Yamaguchi, O.: The kernel orthogonal mutual subspace method and its application to 3D object recognition. In: Yagi, Y., Kang, S.B., Kweon, I.S., Zha, H. (eds.) ACCV 2007, Part II. LNCS, vol. 4844, pp. 467\u2013476. Springer, Heidelberg (2007)"},{"key":"41_CR12","first-page":"2181","volume":"12","author":"M Gonen","year":"2011","unstructured":"Gonen, M., Alpaydin, E.: Multiple kernel learning algorithms. JMLR 12, 2181\u20132238 (2011)","journal-title":"JMLR"},{"key":"41_CR13","doi-asserted-by":"crossref","unstructured":"Varma, M., Ray, D.: Learning the discriminative power-invariance trade-off. In: ICCV, pp. 1\u20138 (2007)","DOI":"10.1109\/ICCV.2007.4408875"},{"key":"41_CR14","doi-asserted-by":"crossref","unstructured":"Vedaldi, A., Gulshan, V., Varma, M., Zisserman, A.: Multiple kernels for object detection. In: ICCV, pp. 606\u2013613 (2009)","DOI":"10.1109\/ICCV.2009.5459183"},{"key":"41_CR15","doi-asserted-by":"crossref","unstructured":"Gehler, P., Nowozin, S.: On feature combination for multiclass object classification. In: ICCV, pp. 221\u2013228 (2009)","DOI":"10.1109\/ICCV.2009.5459169"},{"key":"41_CR16","doi-asserted-by":"crossref","unstructured":"Vemulapalli, R., Pillai, J., Chellappa, R.: Kernel learning for extrinsic classification of manifold features. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.233"},{"key":"41_CR17","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1109\/TPAMI.2010.183","volume":"33","author":"YY Lin","year":"2011","unstructured":"Lin, Y.Y., Liu, T.L., Fuh, C.S.: Multiple kernel learning for dimensionality reduction. IEEE Trans. PAMI 33, 1147\u20131160 (2011)","journal-title":"IEEE Trans. PAMI"},{"key":"41_CR18","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","volume":"29","author":"S Yan","year":"2007","unstructured":"Yan, S., Xu, D., Zhang, B., Zhang, H.J., Yang, Q., Lin, S.: Graph embedding and extensions: a general framework for dimensionality reduction. IEEE PAMI 29, 40\u201351 (2007)","journal-title":"IEEE PAMI"},{"key":"41_CR19","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1109\/TNN.2005.860852","volume":"17","author":"X Li","year":"2006","unstructured":"Li, X., Jiang, T., Zhang, K.: Efficient and robust feature extraction by maximum margin criterion. IEEE Trans. Neural Netw. 17, 157\u2013165 (2006)","journal-title":"IEEE Trans. Neural Netw."},{"key":"41_CR20","doi-asserted-by":"publisher","first-page":"3904","DOI":"10.1109\/TIP.2013.2264678","volume":"22","author":"Z Lai","year":"2013","unstructured":"Lai, Z., Xu, Y., Yang, J., Tang, J., Zhang, D.: Sparse tensor discriminant analysis. IEEE Trans. Image Process. 22, 3904\u20133915 (2013)","journal-title":"IEEE Trans. Image Process."},{"key":"41_CR21","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel Methods for Pattern Analysis","author":"J Shawe-Taylor","year":"2004","unstructured":"Shawe-Taylor, J., Cristianini, N.: Kernel Methods for Pattern Analysis. Cambridge University Press, Cambridge (2004)"},{"key":"41_CR22","unstructured":"Lee, K.C., Ho, J., Yang, M.H., Kriegman, D.: Video-based face recognition using probabilistic appearance manifolds. In: CVPR, vol. 1, pp. I-313\u2013I-320 (2003)"},{"key":"41_CR23","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P Viola","year":"2004","unstructured":"Viola, P., Jones, M.: Robust real-time face detection. IJCV 57, 137\u2013154 (2004)","journal-title":"IJCV"},{"key":"41_CR24","unstructured":"Kim, M., Kumar, S., Pavlovic, V., Rowley, H.: Face tracking and recognition with visual constraints in real-world videos. In: CVPR (2008)"},{"key":"41_CR25","doi-asserted-by":"publisher","first-page":"1627","DOI":"10.1109\/TPAMI.2009.167","volume":"32","author":"P Felzenszwalb","year":"2010","unstructured":"Felzenszwalb, P., Girshick, R., McAllester, D., Ramanan, D.: Object detection with discriminatively trained part-based models. IEEE PAMI 32, 1627\u20131645 (2010)","journal-title":"IEEE PAMI"},{"key":"41_CR26","doi-asserted-by":"crossref","unstructured":"Leibe, B., Schiele, B.: Analyzing appearance and contour based methods for object categorization. In: CVPR, vol. 2, pp. II-409\u2013II-415 (2003)","DOI":"10.1109\/CVPR.2003.1211497"},{"key":"41_CR27","doi-asserted-by":"crossref","unstructured":"Kim, T.K., Wong, K.Y.K., Cipolla, R.: Tensor canonical correlation analysis for action classification. In: Computer Vision and Pattern Recognition, pp. 1\u20138 (2007)","DOI":"10.1109\/CVPR.2007.383137"},{"key":"41_CR28","doi-asserted-by":"publisher","first-page":"1415","DOI":"10.1109\/TPAMI.2008.167","volume":"31","author":"TK Kim","year":"2009","unstructured":"Kim, T.K., Cipolla, R.: Canonical correlation analysis of video volume tensors for action categorization and detection. IEEE PAMI 31, 1415\u20131428 (2009)","journal-title":"IEEE PAMI"},{"key":"41_CR29","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H Zou","year":"2005","unstructured":"Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. J. Royal Stat. Soc., Ser. B (Stat. Methodol.) 67, 301\u2013320 (2005)","journal-title":"J. Royal Stat. Soc., Ser. B (Stat. Methodol.)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision -- ACCV 2014"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-16808-1_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,22]],"date-time":"2025-05-22T15:23:03Z","timestamp":1747927383000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-16808-1_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319168074","9783319168081"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-16808-1_41","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"16 April 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}