{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T04:13:48Z","timestamp":1748578428507,"version":"3.41.0"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319232331"},{"type":"electronic","value":"9783319232348"}],"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\/978-3-319-23234-8_51","type":"book-chapter","created":{"date-parts":[[2015,8,20]],"date-time":"2015-08-20T02:51:41Z","timestamp":1440039101000},"page":"551-562","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Super-Sparse Regression for Fast Age Estimation from Faces at Test Time"],"prefix":"10.1007","author":[{"given":"Ambra","family":"Demontis","sequence":"first","affiliation":[]},{"given":"Battista","family":"Biggio","sequence":"additional","affiliation":[]},{"given":"Giorgio","family":"Fumera","sequence":"additional","affiliation":[]},{"given":"Fabio","family":"Roli","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,21]]},"reference":[{"key":"51_CR1","doi-asserted-by":"crossref","unstructured":"Biggio, B., Melis, M., Fumera, G., Roli, F.: Sparse support faces. In: Int\u2019l Conf. on Biometrics (ICB), pp. 208\u2013213 (2015)","DOI":"10.1109\/ICB.2015.7139053"},{"key":"51_CR2","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)"},{"issue":"3","key":"51_CR3","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1109\/TIP.2014.2387379","volume":"24","author":"KY Chang","year":"2015","unstructured":"Chang, K.Y., Chen, C.S.: A learning framework for age rank estimation based on face images with scattering transform. IEEE Trans. Image Processing 24(3), 785\u2013798 (2015)","journal-title":"IEEE Trans. Image Processing"},{"issue":"3","key":"51_CR4","doi-asserted-by":"publisher","first-page":"628","DOI":"10.1016\/j.patcog.2012.09.011","volume":"46","author":"WL Chao","year":"2013","unstructured":"Chao, W.L., Liu, J.Z., Ding, J.J.: Facial age estimation based on label-sensitive learning and age-oriented regression. Patt. Rec. 46(3), 628\u2013641 (2013)","journal-title":"Patt. Rec."},{"issue":"5","key":"51_CR5","doi-asserted-by":"publisher","first-page":"1155","DOI":"10.1162\/neco.2007.19.5.1155","volume":"19","author":"O Chapelle","year":"2007","unstructured":"Chapelle, O.: Training a support vector machine in the primal. Neural Comput. 19(5), 1155\u20131178 (2007)","journal-title":"Neural Comput."},{"issue":"12","key":"51_CR6","doi-asserted-by":"publisher","first-page":"2164","DOI":"10.1109\/TIFS.2013.2286265","volume":"8","author":"YL Chen","year":"2013","unstructured":"Chen, Y.L., Hsu, C.T.: Subspace learning for facial age estimation via pairwise age ranking. IEEE Trans. Inf. Forensics and Security 8(12), 2164\u20132176 (2013)","journal-title":"IEEE Trans. Inf. Forensics and Security"},{"issue":"6","key":"51_CR7","doi-asserted-by":"publisher","first-page":"1262","DOI":"10.1016\/j.patcog.2010.12.005","volume":"44","author":"SE Choi","year":"2011","unstructured":"Choi, S.E., Lee, Y.J., Lee, S.J., Park, K.R., Kim, J.: Age estimation using a hierarchical classifier based on global and local facial features. Patt. Rec. 44(6), 1262\u20131281 (2011)","journal-title":"Patt. Rec."},{"issue":"6","key":"51_CR8","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1109\/34.927467","volume":"23","author":"TF Cootes","year":"2001","unstructured":"Cootes, T.F., Edwards, G.J., Taylor, C.J.: Active appearance models. IEEE Trans. Patt. Anal. Mach. Intell. 23(6), 681\u2013685 (2001)","journal-title":"IEEE Trans. Patt. Anal. Mach. Intell."},{"issue":"11","key":"51_CR9","doi-asserted-by":"publisher","first-page":"1955","DOI":"10.1109\/TPAMI.2010.36","volume":"32","author":"Y Fu","year":"2010","unstructured":"Fu, Y., Guo, G., Huang, T.: Age synthesis and estimation via faces: A survey. IEEE Trans. Patt. Anal. Mach. Intell. 32(11), 1955\u20131976 (2010)","journal-title":"IEEE Trans. Patt. Anal. Mach. Intell."},{"issue":"4","key":"51_CR10","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1109\/TMM.2008.921847","volume":"10","author":"Y Fu","year":"2008","unstructured":"Fu, Y., Huang, T.: Human age estimation with regression on discriminative aging manifold. IEEE Trans. Multimedia 10(4), 578\u2013584 (2008)","journal-title":"IEEE Trans. Multimedia"},{"issue":"7","key":"51_CR11","doi-asserted-by":"publisher","first-page":"1178","DOI":"10.1109\/TIP.2008.924280","volume":"17","author":"G Guo","year":"2008","unstructured":"Guo, G., Fu, Y., Dyer, C., Huang, T.: Image-based human age estimation by manifold learning and locally adjusted robust regression. IEEE Trans. Image Processing 17(7), 1178\u20131188 (2008)","journal-title":"IEEE Trans. Image Processing"},{"key":"51_CR12","doi-asserted-by":"crossref","unstructured":"Guo, G., Fu, Y., Dyer, C., Huang, T.: A probabilistic fusion approach to human age prediction. In: Computer Vision and Pattern Recognition Workshops, CVPRW 2008, pp. 1\u20136 IEEE CS (2008)","DOI":"10.1109\/CVPRW.2008.4563041"},{"key":"51_CR13","doi-asserted-by":"crossref","unstructured":"Guo, G., Mu, G.: Simultaneous dimensionality reduction and human age estimation via kernel partial least squares regression. In: IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 657\u2013664 (2011)","DOI":"10.1109\/CVPR.2011.5995404"},{"issue":"1","key":"51_CR14","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1080\/00401706.1970.10488634","volume":"12","author":"AE Hoerl","year":"1970","unstructured":"Hoerl, A.E., Kennard, R.W.: Ridge regression: Biased estimation for nonorthogonal problems. Technometrics 12(1), 55\u201367 (1970)","journal-title":"Technometrics"},{"key":"51_CR15","unstructured":"Kwon, Y.H., Lobo, N.D.V.: Age classification from facial images. In: IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 762\u2013767 (1999)"},{"key":"51_CR16","unstructured":"Li, C., Liu, Q., Dong, W., Zhu, X., Liu, J., Lu, H.: Human age estimation based on locality and ordinal information. IEEE Trans. Cybernetics (99), 1 (2014)"},{"issue":"3","key":"51_CR17","doi-asserted-by":"publisher","first-page":"1028","DOI":"10.1109\/TIFS.2011.2156787","volume":"6","author":"Z Li","year":"2011","unstructured":"Li, Z., Park, U., Jain, A.: A discriminative model for age invariant face recognition. IEEE Trans. Inf. Forensics and Security 6(3), 1028\u20131037 (2011)","journal-title":"IEEE Trans. Inf. Forensics and Security"},{"issue":"5","key":"51_CR18","doi-asserted-by":"publisher","first-page":"1000","DOI":"10.1109\/72.788641","volume":"10","author":"B Sch\u00f6lkopf","year":"1999","unstructured":"Sch\u00f6lkopf, B., Mika, S., Burges, C.J.C., Knirsch, P., Muller, K.R., R\u00e4tsch, G., Smola, A.J.: Input space versus feature space in kernel-based methods. IEEE Trans. Neural Networks 10(5), 1000\u20131017 (1999)","journal-title":"IEEE Trans. Neural Networks"},{"issue":"11","key":"51_CR19","first-page":"1071","volume":"4","author":"I Steinwart","year":"2003","unstructured":"Steinwart, I.: Sparseness of support vector machines. J. Mach. Learn. Res. 4(11), 1071\u20131105 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"51_CR20","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1996","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society (Series B) 58, 267\u2013288 (1996)","journal-title":"Journal of the Royal Statistical Society (Series B)"},{"key":"51_CR21","doi-asserted-by":"crossref","unstructured":"Wang, X., Guo, R., Kambhamettu, C.: Deeply-learned feature for age estimation. In: IEEE Winter Conf. Applications Computer Vision (WACV), pp. 534\u2013541 (2015)","DOI":"10.1109\/WACV.2015.77"},{"key":"51_CR22","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)"},{"key":"51_CR23","doi-asserted-by":"crossref","unstructured":"Zhang, T.: Solving large scale linear prediction problems using stochastic gradient descent algorithms. In: 21st Int\u2019l Conf. Mach. Learning (ICML), pp. 919\u2013926. Omnipress (2004)","DOI":"10.1145\/1015330.1015332"},{"key":"51_CR24","doi-asserted-by":"crossref","unstructured":"Zhu, X., Ramanan, D.: Face detection, pose estimation, and landmark localization in the wild. In: IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 2879\u20132886. IEEE (2012)","DOI":"10.1109\/CVPR.2012.6248014"}],"container-title":["Lecture Notes in Computer Science","Image Analysis and Processing \u2014 ICIAP 2015"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23234-8_51","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T02:40:49Z","timestamp":1748572849000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-23234-8_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319232331","9783319232348"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23234-8_51","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":"21 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}