{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T19:22:52Z","timestamp":1725823372740},"publisher-location":"Cham","reference-count":40,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319196640"},{"type":"electronic","value":"9783319196657"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19665-7_44","type":"book-chapter","created":{"date-parts":[[2015,6,8]],"date-time":"2015-06-08T00:46:53Z","timestamp":1433724413000},"page":"516-529","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Face Recognition Using Smoothed High-Dimensional Representation"],"prefix":"10.1007","author":[{"given":"Juha","family":"Ylioinas","sequence":"first","affiliation":[]},{"given":"Juho","family":"Kannala","sequence":"additional","affiliation":[]},{"given":"Abdenour","family":"Hadid","sequence":"additional","affiliation":[]},{"given":"Matti","family":"Pietik\u00e4inen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,9]]},"reference":[{"key":"44_CR1","unstructured":"Turk, M., Pentland, A.P.: Face recognition using eigenfaces. In: CVPR, pp. 586\u2013591 (1991)"},{"issue":"7","key":"44_CR2","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"PN Belhumeur","year":"1997","unstructured":"Belhumeur, P.N., Hespanha, J.P., Kriegman, D.: Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. IEEE TPAMI 19(7), 711\u2013720 (1997)","journal-title":"IEEE TPAMI"},{"issue":"4","key":"44_CR3","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1145\/954339.954342","volume":"35","author":"W Zhao","year":"2000","unstructured":"Zhao, W., Chellappa, R., Phillips, P.J., Rosenfeld, A.: Face recognition: A literature survey. ACM Comput. Surveys 35(4), 399\u2013458 (2000)","journal-title":"ACM Comput. Surveys"},{"key":"44_CR4","doi-asserted-by":"crossref","unstructured":"Huang, G.B., Lee, H., Learned-Miller, E.: Learning hierarchical representations for face verification with convolutional deep belief networks. In: CVPR (2012)","DOI":"10.1109\/CVPR.2012.6247968"},{"key":"44_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"566","DOI":"10.1007\/978-3-642-33712-3_41","volume-title":"Computer Vision \u2013 ECCV 2012","author":"D Chen","year":"2012","unstructured":"Chen, D., Cao, X., Wang, L., Wen, F., Sun, J.: Bayesian face revisited: a joint formulation. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part III. LNCS, vol. 7574, pp. 566\u2013579. Springer, Heidelberg (2012)"},{"key":"44_CR6","doi-asserted-by":"crossref","unstructured":"Hussain, S.u., Napoleon, T., Jurie, F.: Face recognition using local quantized patterns. In: BMVC (2012)","DOI":"10.5244\/C.26.99"},{"key":"44_CR7","doi-asserted-by":"crossref","unstructured":"Chen, D., Cao, X., Wen, F., Sun, J.: Blessing of dimensionality: High-dimensional feature and its efficient compression for face verification. In: CVPR, pp. 3025\u20133032 (2013)","DOI":"10.1109\/CVPR.2013.389"},{"issue":"2","key":"44_CR8","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1109\/TPAMI.2013.112","volume":"36","author":"Z Lei","year":"2014","unstructured":"Lei, Z., Pietik\u00e4inen, M., Li, S.Z.: Learning discriminant face descriptor. IEEE TPAMI 36(2), 289\u2013302 (2014)","journal-title":"IEEE TPAMI"},{"key":"44_CR9","doi-asserted-by":"crossref","unstructured":"Sun, Y., Wang, X., Tang, X.: Hybrid deep learning for face verification. In: ICCV, pp. 1489\u20131496 (2013)","DOI":"10.1109\/ICCV.2013.188"},{"key":"44_CR10","doi-asserted-by":"crossref","unstructured":"Cao, X., Wipf, D., Wen, F., Duan, G.: A practical transfer learning algorithm for face verification. In: ICCV, pp. 3208\u20133215 (2013)","DOI":"10.1109\/ICCV.2013.398"},{"key":"44_CR11","doi-asserted-by":"crossref","unstructured":"Barkan, O., Weill, J., Wolf, L., Aronowitz, H.: Fast high dimensional vector multiplication for face recognition. In: ICCV, pp. 1960\u20131967 (2013)","DOI":"10.1109\/ICCV.2013.246"},{"key":"44_CR12","doi-asserted-by":"crossref","unstructured":"Parkhi, O.M., Simonyan, K., Vedaldi, A., Zisserman, A.: A compact and discriminative face track descriptor. In: CVPR (2014)","DOI":"10.1109\/CVPR.2014.219"},{"key":"44_CR13","doi-asserted-by":"crossref","unstructured":"Taigman, Y., Yang, M., Ranzato, M.A., Wolf, L.: Deepface: Closing the gap to human-level performance in face verification. In: CVPR (2014)","DOI":"10.1109\/CVPR.2014.220"},{"issue":"5","key":"44_CR14","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1016\/S0262-8856(97)00070-X","volume":"16","author":"P Phillips","year":"1998","unstructured":"Phillips, P., Wechsler, H., Huang, J., Rauss, P.J.: The FERET database and evaluation procedure for face recognition algorithms. IVC 16(5), 295\u2013306 (1998)","journal-title":"IVC"},{"key":"44_CR15","unstructured":"Huang, G.B., Learned-Miller, E.: Labeled faces in the wild: Updates and new reporting procedures: Technical report UM-CS-2014-003. University of Massachusetts, Amherst (2014)"},{"issue":"5","key":"44_CR16","first-page":"1349","volume":"19","author":"S Xie","year":"2010","unstructured":"Xie, S., Shan, S., Chen, X., Chen, J.: Fusing local patterns of Gabor magnitude and phase for face recognition. IEEE TIP 19(5), 1349\u20131361 (2010)","journal-title":"IEEE TIP"},{"key":"44_CR17","unstructured":"Kannala, J., Rahtu, E.: BSIF: Binarized statistical image features. In: ICPR, pp. 1364\u20131366 (2012)"},{"issue":"12","key":"44_CR18","doi-asserted-by":"publisher","first-page":"2037","DOI":"10.1109\/TPAMI.2006.244","volume":"28","author":"T Ahonen","year":"2006","unstructured":"Ahonen, T., Hadid, A., Pietik\u00e4inen, M.: Face description with local binary patterns: Application to face recognition. IEEE TPAMI 28(12), 2037\u20132041 (2006)","journal-title":"IEEE TPAMI"},{"key":"44_CR19","doi-asserted-by":"crossref","unstructured":"Li, S.Z., Jain, A.K. (eds.): Handbook of Face Recognition, 2nd Edition. Springer (2011)","DOI":"10.1007\/978-0-85729-932-1"},{"key":"44_CR20","unstructured":"Huang, G.B., Mattar, M., Lee, H., Learned-Miller, E.: Learning to align from scratch. In: NIPS, pp. 773\u2013781 (2012)"},{"key":"44_CR21","first-page":"48109","volume":"1001","author":"A Coates","year":"2010","unstructured":"Coates, A., Lee, H., Ng, A.: An analysis of single-layer networks un unsupervised feature learning. Ann Arbor 1001, 48109 (2010)","journal-title":"Ann Arbor"},{"key":"44_CR22","doi-asserted-by":"crossref","unstructured":"Cao, Z., Yin, Q., Tang, X., Sun, J.: Face recognition with learning-based descriptor. In: CVPR, pp. 2707\u20132714 (2010)","DOI":"10.1109\/CVPR.2010.5539992"},{"issue":"3","key":"44_CR23","first-page":"626","volume":"10","author":"A Hyv\u00e4rinen","year":"1999","unstructured":"Hyv\u00e4rinen, A.: Fast and robust fixed-point algorithms for independent component analysis. IEEE TNN 10(3), 626\u2013634 (1999)","journal-title":"IEEE TNN"},{"key":"44_CR24","doi-asserted-by":"crossref","unstructured":"Philbin, J., Chum, O., Isard, M., Sivic, J., Zisserman, A.: Lost in quantization: improving particular object retrieval in large scale image databases. In: CVPR, pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587635"},{"key":"44_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/978-3-642-41181-6_15","volume-title":"Image Analysis and Processing \u2013 ICIAP 2013","author":"J Ylioinas","year":"2013","unstructured":"Ylioinas, J., Hadid, A., Hong, X., Pietik\u00e4inen, M.: Age estimation using local binary pattern kernel density estimate. In: Petrosino, A. (ed.) ICIAP 2013, Part I. LNCS, vol. 8156, pp. 141\u2013150. Springer, Heidelberg (2013)"},{"issue":"3","key":"44_CR26","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1093\/biomet\/63.3.413","volume":"63","author":"J Aitchison","year":"1976","unstructured":"Aitchison, J., Aitken, C.: Multivariate binary discrimination by the kernel method. Biometrika 63(3), 413\u2013420 (1976)","journal-title":"Biometrika"},{"issue":"3","key":"44_CR27","first-page":"1352","volume":"21","author":"NS Vu","year":"2012","unstructured":"Vu, N.S., Caplier, A.: Enhanced patterns of oriented edge magnitudes for face recognition and image matching. IEEE TIP 21(3), 1352\u20131365 (2012)","journal-title":"IEEE TIP"},{"key":"44_CR28","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1007\/978-3-540-74958-5_69","volume-title":"Machine Learning: ECML 2007","author":"T Raiko","year":"2007","unstructured":"Raiko, T., Ilin, A., Karhunen, J.: Principal component analysis for large scale problems with lots of missing values. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni\u010d, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol. 4701, pp. 691\u2013698. Springer, Heidelberg (2007)"},{"key":"44_CR29","doi-asserted-by":"crossref","unstructured":"Arandjelovi\u0107, R., Zisserman, A.: Three things everyone should know to improve object retrieval. In: CVPR (2012)","DOI":"10.1109\/CVPR.2012.6248018"},{"key":"44_CR30","unstructured":"Huang, C., Zhu, S., Yu, K.: Large scale strongly supervised ensemble metric learning, with applications to face verification and retrieval TR115 (2007)"},{"issue":"10","key":"44_CR31","doi-asserted-by":"publisher","first-page":"1978","DOI":"10.1109\/TPAMI.2010.230","volume":"33","author":"L Wolf","year":"2011","unstructured":"Wolf, L., Hassner, T., Taigman, Y.: Effective unconstrained face recognition by combining multiple descriptors and learned background statistics. IEEE TPAMI 33(10), 1978\u20131990 (2011)","journal-title":"IEEE TPAMI"},{"issue":"6","key":"44_CR32","first-page":"1635","volume":"19","author":"X Tan","year":"2010","unstructured":"Tan, X., Triggs, B.: Enhanced local texture feature sets for face recognition under difficult lighting conditions. IEEE TIP 19(6), 1635\u20131650 (2010)","journal-title":"IEEE TIP"},{"key":"44_CR33","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1007\/3-540-36592-3_29","volume-title":"Computer Vision Systems","author":"DS Bolme","year":"2003","unstructured":"Bolme, D.S., Beveridge, J.R., Teixeira, M., Draper, B.A.: The CSU face identification evaluation system: its purpose, features, and structure. In: Crowley, J.L., Piater, J.H., Vincze, M., Paletta, L. (eds.) ICVS 2003. LNCS, vol. 2626, pp. 304\u2013313. Springer, Heidelberg (2003)"},{"key":"44_CR34","doi-asserted-by":"crossref","unstructured":"Ruiz-del Solar, J., Verschae, R., Correa, M.: Recognition of faces in unconstrained environments: A comparative study. EURASIP Journal on Advances in Signal Processing (2009)","DOI":"10.1155\/2009\/184617"},{"key":"44_CR35","doi-asserted-by":"crossref","unstructured":"Lei, Z., Yi, D., Li, S.Z.: Local gradient order pattern for face representation and recognition. In: ICPR (2014)","DOI":"10.1109\/ICPR.2014.75"},{"key":"44_CR36","doi-asserted-by":"crossref","unstructured":"Yi, D., Lei, Z., Li, S.Z.: Towards pose robust face recognition. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.454"},{"key":"44_CR37","doi-asserted-by":"crossref","unstructured":"Arashloo, S., Kittler, J.: Class-specific kernel fusion of multiple descriptors for face verification using multiscale binarised statistical image features. IEEE TFS (2014)","DOI":"10.1109\/TIFS.2014.2359587"},{"issue":"4","key":"44_CR38","first-page":"1275","volume":"6","author":"HJ Seo","year":"2011","unstructured":"Seo, H.J., Milanfar, P.: Face verification using the lark representation. IEEE TIFS 6(4), 1275\u20131286 (2011)","journal-title":"IEEE TIFS"},{"key":"44_CR39","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-33786-4_1","volume-title":"Computer Vision \u2013 ECCV 2012","author":"G Sharma","year":"2012","unstructured":"Sharma, G., ul Hussain, S., Jurie, F.: Local higher-order statistics (LHS) for texture categorization and facial analysis. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part VII. LNCS, vol. 7578, pp. 1\u201312. Springer, Heidelberg (2012)"},{"key":"44_CR40","doi-asserted-by":"crossref","unstructured":"Arashloo, S.R., Kittler, J.: Efficient processing of mrfs for unconstrained-pose face recognition. In: BTAS (2013)","DOI":"10.1109\/BTAS.2013.6712721"}],"container-title":["Lecture Notes in Computer Science","Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19665-7_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T02:46:29Z","timestamp":1559357189000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-19665-7_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319196640","9783319196657"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19665-7_44","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":"9 June 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}