{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T23:16:00Z","timestamp":1725578160128},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642192814"},{"type":"electronic","value":"9783642192821"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-19282-1_19","type":"book-chapter","created":{"date-parts":[[2011,3,1]],"date-time":"2011-03-01T13:40:11Z","timestamp":1298986811000},"page":"228-242","source":"Crossref","is-referenced-by-count":1,"title":["Randomised Manifold Forests for Principal Angle-Based Face Recognition"],"prefix":"10.1007","author":[{"given":"Ujwal D.","family":"Bonde","sequence":"first","affiliation":[]},{"given":"Tae-Kyun","family":"Kim","sequence":"additional","affiliation":[]},{"given":"K. R.","family":"Ramakrishnan","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"19_CR1","doi-asserted-by":"crossref","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Image classification using random forests and ferns. In: ICCV (2007)","DOI":"10.1109\/ICCV.2007.4409066"},{"issue":"1","key":"19_CR2","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Journal of Machine learning\u00a045(1), 5\u201332 (2001)","journal-title":"Journal of Machine learning"},{"key":"19_CR3","doi-asserted-by":"crossref","unstructured":"Geurts, P., Ernst, D., Wehenkel, L.: Extremely randomized trees. Journal of Machile Learning\u00a063(1) (2006)","DOI":"10.1007\/s10994-006-6226-1"},{"key":"19_CR4","unstructured":"Chan, C., Kittler, J., Messer, K.: Multi-scale local binary pattern histograms for face recognition. In: ICBA (2007)"},{"issue":"9","key":"19_CR5","doi-asserted-by":"publisher","first-page":"1229","DOI":"10.1016\/S0893-6080(99)00043-X","volume":"12","author":"K. Chen","year":"1999","unstructured":"Chen, K., Xu, L., Chi, H.: Improved learning algorithms for mixture of experts in multiclass classification. Neural Networks\u00a012(9), 1229\u20131252 (1999)","journal-title":"Neural Networks"},{"key":"19_CR6","unstructured":"Czyz, J., Vandendorpe, L., Kittler, J.: Combining face verification experts. In: ICPR (2002)"},{"issue":"1","key":"19_CR7","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/1471-2105-7-3","volume":"7","author":"R. D\u00edaz-Uriarte","year":"2006","unstructured":"D\u00edaz-Uriarte, R., de Andr\u00e9s, A.: Gene selection and classification of microarray data using random forest. BMC bioinformatics\u00a07(1), 3 (2006)","journal-title":"BMC bioinformatics"},{"key":"19_CR8","unstructured":"Fukui, K., Yamaguchi, O.: Face Recognition Using Multi-viewpoint Patterns for Robot Vision. In: Int. Sym. of Robotics Research (2003)"},{"key":"19_CR9","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.\u00a04844, pp. 467\u2013476. Springer, Heidelberg (2007)"},{"issue":"1","key":"19_CR10","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1162\/neco.1991.3.1.79","volume":"3","author":"R. Jacobs","year":"1991","unstructured":"Jacobs, R., Jordan, M., Nowlan, S., Hinton, G.: Adaptive mixtures of local experts. Neural computation\u00a03(1), 79\u201387 (1991)","journal-title":"Neural computation"},{"issue":"12","key":"19_CR11","doi-asserted-by":"publisher","first-page":"2270","DOI":"10.1016\/j.patcog.2005.01.012","volume":"38","author":"A. Jain","year":"2005","unstructured":"Jain, A., Nandakumar, K., Ross, A.: Score normalization in multimodal biometric systems. Pattern Recognition\u00a038(12), 2270\u20132285 (2005)","journal-title":"Pattern Recognition"},{"issue":"7","key":"19_CR12","first-page":"965","volume":"6","author":"D. Jobson","year":"1997","unstructured":"Jobson, D., Rahman, Z., Woodell, G.: A multiscale retinex for bridging the gap between color images and the human observation of scenes. IEEE TIP\u00a06(7), 965\u2013976 (1997)","journal-title":"IEEE TIP"},{"key":"19_CR13","unstructured":"Kapoor, A., Qi, Y., Ahn, H., Picard, R.: Hyperparameter and kernel learning for graph based semi-supervised classification. In: NIPS (2006)"},{"key":"19_CR14","unstructured":"Arandjelovic, O., Cipolla, R.: Automatic Cast Listing in Feature-Length Films with Anisotropic Manifold Space. In: CVPR (2006)"},{"issue":"9","key":"19_CR15","doi-asserted-by":"publisher","first-page":"2475","DOI":"10.1016\/j.patcog.2006.12.030","volume":"40","author":"T.-K. Kim","year":"2007","unstructured":"Kim, T.-K., Arandjelovi\u0107, O., Cipolla, R.: Boosted manifold principal angles for image set-based recognition. Pattern Recogn.\u00a040(9), 2475\u20132484 (2007)","journal-title":"Pattern Recogn."},{"issue":"3","key":"19_CR16","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1109\/34.667881","volume":"20","author":"J. Kittler","year":"1998","unstructured":"Kittler, J., Hatef, M., Duin, R.P., Matas, J.: On combining classifiers. IEEE Trans. on PAMI\u00a020(3), 226\u2013239 (1998)","journal-title":"IEEE Trans. on PAMI"},{"key":"19_CR17","first-page":"27","volume":"5","author":"G. Lanckriet","year":"2004","unstructured":"Lanckriet, G., Cristianini, N., Bartlett, P., Ghaoui, L., Jordan, M.: Learning the kernel matrix with semidefinite programming. JMLR\u00a05, 27\u201372 (2004)","journal-title":"JMLR"},{"key":"19_CR18","first-page":"1531","volume":"7","author":"S. Sonnenburg","year":"2006","unstructured":"Sonnenburg, S., Ratsch, G., Schafer, C., Scholkopf, B.: Large Scale Multiple Kernel Learning. Journal of Machine Learning Research\u00a07, 1531\u20131565 (2006)","journal-title":"Journal of Machine Learning Research"},{"key":"19_CR19","doi-asserted-by":"crossref","unstructured":"Zien, A., Ong, C.S.: Multiclass Multiple Kernel Learning. In: ICML (2007)","DOI":"10.1145\/1273496.1273646"},{"key":"19_CR20","doi-asserted-by":"crossref","unstructured":"Lee, K., Ho, J., Kriegman, D.: Acquiring linear subspaces for face recognition under variable lighting. IEEE Trans. on PAMI, 684\u2013698 (2005)","DOI":"10.1109\/TPAMI.2005.92"},{"key":"19_CR21","doi-asserted-by":"crossref","unstructured":"Rajagopal, A., Anandathirtha, P., Ramakrishnan, K., Kankanhalli, M.: Integrated Detect-Track Framework for Multi-view Face Detection in Video. In: ICVGIP (2008)","DOI":"10.1109\/ICVGIP.2008.91"},{"issue":"5","key":"19_CR22","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1162\/089976698300017467","volume":"10","author":"B. Scholkopf","year":"1998","unstructured":"Scholkopf, B., Smola, A., Muller, K.: Nonlinear component analysis as a kernel eigenvalue problem. Neural computation\u00a010(5), 1299\u20131319 (1998)","journal-title":"Neural computation"},{"key":"19_CR23","doi-asserted-by":"crossref","unstructured":"Shotton, J., Johnson, M., Cipolla, R., Center, T., Kawasaki, J.: Semantic texton forests for image categorization and segmentation. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587503"},{"issue":"1","key":"19_CR24","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1186\/1471-2105-9-319","volume":"9","author":"A. Statnikov","year":"2008","unstructured":"Statnikov, A., Wang, L., Aliferis, C.: A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification. BMC bioinformatics\u00a09(1), 319 (2008)","journal-title":"BMC bioinformatics"},{"issue":"1","key":"19_CR25","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/s11263-006-8098-z","volume":"70","author":"X. Wang","year":"2006","unstructured":"Wang, X., Tang, X.: Random sampling for subspace face recognition. IJCV\u00a070(1), 91\u2013104 (2006)","journal-title":"IJCV"},{"key":"19_CR26","first-page":"913","volume":"4","author":"L. Wolf","year":"2003","unstructured":"Wolf, L., Shashua, A.: Learning over sets using kernel principal angles. Journal of Machine Learning Research\u00a04, 913\u2013931 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"19_CR27","doi-asserted-by":"crossref","unstructured":"Xiaoyu Wang, S.Y., Han, T.X.: An HOG-LBP Human Detector with Partial Occlusion Handling. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459207"},{"key":"19_CR28","unstructured":"Yamaguchi, O., Fukui, K., Maeda, K.-i.: Face recognition using temporal image sequence. In: AFG (1998)"},{"key":"19_CR29","doi-asserted-by":"crossref","unstructured":"Nishiyama, M., Yamaguchi, O., Fukui, K.: Face recognition with the multiple constrained mutual subspace method. In: ACCV (2005)","DOI":"10.1007\/11527923_8"},{"key":"19_CR30","unstructured":"Li, X., Fukui, K., Zheng, N.: Boosting Constrained Mutual Subspace Method for Robust Image-Set Based Object Recognition. IJCAI, 1132\u20131137 (2009)"},{"key":"19_CR31","unstructured":"Wang, R., Shan, S., Chen, X., Gao, W.: Manifold-manifold distance with application to face recognition based on image set. In: CVPR (2008)"},{"key":"19_CR32","doi-asserted-by":"crossref","unstructured":"Kim, T.-K., Kittler, J., Cipolla, R.: Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations. IEEE TPAMI\u00a029(6) (2007)","DOI":"10.1109\/TPAMI.2007.1037"},{"key":"19_CR33","doi-asserted-by":"crossref","unstructured":"Cevikalp, H., Triggs, B.: Face Recognition Based on Image Sets. In: Computer Vision and Pattern Recognition (2010)","DOI":"10.1109\/CVPR.2010.5539965"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ACCV 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-19282-1_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T04:58:13Z","timestamp":1558414693000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-19282-1_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642192814","9783642192821"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-19282-1_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}