{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T05:51:32Z","timestamp":1761976292380,"version":"build-2065373602"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642418266"},{"type":"electronic","value":"9783642418273"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-41827-3_34","type":"book-chapter","created":{"date-parts":[[2013,11,4]],"date-time":"2013-11-04T19:19:41Z","timestamp":1383592781000},"page":"270-277","source":"Crossref","is-referenced-by-count":12,"title":["Improving Gender Classification Accuracy in the Wild"],"prefix":"10.1007","author":[{"given":"Modesto","family":"Castrill\u00f3n-Santana","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier","family":"Lorenzo-Navarro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enrique","family":"Ram\u00f3n-Balmaseda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"12","key":"34_CR1","doi-asserted-by":"crossref","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 Transactions on Pattern Analysis and Machine Intelligence\u00a028(12) (December 2006)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"11","key":"34_CR2","doi-asserted-by":"publisher","first-page":"1422","DOI":"10.1016\/j.patrec.2010.02.010","volume":"31","author":"L.A. Alexandre","year":"2010","unstructured":"Alexandre, L.A.: Gender recognition: A multiscale decision fusion approach. Pattern Recognition Letters\u00a031(11), 1422\u20131427 (2010)","journal-title":"Pattern Recognition Letters"},{"issue":"4","key":"34_CR3","doi-asserted-by":"publisher","first-page":"858","DOI":"10.1109\/TPAMI.2010.208","volume":"33","author":"J. Bekios-Calfa","year":"2011","unstructured":"Bekios-Calfa, J., Buenaposada, J.M., Baumela, L.: Revisiting linear discriminant techniques in gender recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a033(4), 858\u2013864 (2011)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"34_CR4","doi-asserted-by":"crossref","unstructured":"Bourdev, L., Maji, S., Malik, J.: Describing people: A poselet-based approach to attribute classification. In: International Conference on Computer Vision (2011)","DOI":"10.1109\/ICCV.2011.6126413"},{"key":"34_CR5","doi-asserted-by":"crossref","unstructured":"Chu, W.-S., Huang, C.-R., Chen, C.-S.: Identifying gender from unaligned facial images by set classification. In: International Conference on Pattern Recognition (ICPR), Istanbul, Turkey (2010)","DOI":"10.1109\/ICPR.2010.646"},{"key":"34_CR6","unstructured":"Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C.: Visual categorization with bags of keypoints. In: Workshop on Statistical Learning in Computer Vision, ECCV, pp. 1\u201322 (2004)"},{"key":"34_CR7","doi-asserted-by":"crossref","unstructured":"Dago-Casas, P., Gonz\u00e1lez-Jim\u00e9nez, D., Long-Yu, L., Alba-Castro, J.L.: Single- and cross- database benchmarks for gender classification under unconstrained settings. In: Proc. First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies (2011)","DOI":"10.1109\/ICCVW.2011.6130514"},{"key":"34_CR8","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: Schmid, C., Soatto, S., Tomasi, C. (eds.) International Conference on Computer Vision & Pattern Recognition, vol.\u00a02, pp. 886\u2013893. INRIA Rh\u00f4ne-Alpes, ZIRST-655, av. de l\u2019Europe, Montbonnot-38334 (June 2005)","DOI":"10.1109\/CVPR.2005.177"},{"issue":"12","key":"34_CR9","doi-asserted-by":"publisher","first-page":"1598","DOI":"10.1016\/j.patrec.2011.01.004","volume":"32","author":"O. D\u00e9niz","year":"2011","unstructured":"D\u00e9niz, O., Bueno, G., Salido, J., De La Torre, F.: Face recognition using histograms of oriented gradients. Pattern Recognition Letters\u00a032(12), 1598\u20131603 (2011)","journal-title":"Pattern Recognition Letters"},{"key":"34_CR10","doi-asserted-by":"crossref","unstructured":"Gallagher, A., Chen, T.: Understanding images of groups of people. In: Proc. CVPR (2009)","DOI":"10.1109\/CVPRW.2009.5206828"},{"key":"34_CR11","unstructured":"Huang, G.B., Ramesh, M., Berg, T., Learned-Miller, E.: Labeled faces in the wild: A database for studying face recognition in unconstrained environments. Technical Report 07-49, Univ, of Massachusetts, Amherst (October 2007)"},{"key":"34_CR12","doi-asserted-by":"crossref","unstructured":"Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: Describable visual attributes for face verification and image search. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) (October 2011)","DOI":"10.1109\/TPAMI.2011.48"},{"issue":"1","key":"34_CR13","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.neucom.2011.01.028","volume":"76","author":"B. Li","year":"2012","unstructured":"Li, B., Lian, X.-C., Lu, B.-L.: Gender classification by combining clothing, hair and facial component classifiers. Neurocomputing\u00a076(1), 18\u201327 (2012)","journal-title":"Neurocomputing"},{"issue":"3","key":"34_CR14","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1109\/TPAMI.2007.70800","volume":"30","author":"E. M\u00e4kinen","year":"2008","unstructured":"M\u00e4kinen, E., Raisamo, R.: Evaluation of gender classification methods with automatically detected and aligned faces. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a030(3), 541\u2013547 (2008)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"34_CR15","unstructured":"Marcel, S., Rodr\u00edguez, Y., Heusch, G.: On the recent use of local binary patterns for face authentication. International Journal of Image and Video Preprocessing, Special Issue on Facial Image Processing (2007)"},{"issue":"7","key":"34_CR16","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T. Ojala","year":"2002","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a024(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"34_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1007\/978-3-642-33275-3_9","volume-title":"Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications","author":"E. Ram\u00f3n-Balmaseda","year":"2012","unstructured":"Ram\u00f3n-Balmaseda, E., Lorenzo-Navarro, J., Castrill\u00f3n-Santana, M.: Gender classification in large databases. In: Alvarez, L., Mejail, M., Gomez, L., Jacobo, J. (eds.) CIARP 2012. LNCS, vol.\u00a07441, pp. 74\u201381. Springer, Heidelberg (2012)"},{"key":"34_CR18","doi-asserted-by":"crossref","unstructured":"Ricanek Jr., K., Tesafaye, T.: MORPH: A longitudinal image database of normal adult age-progression. In: IEEE 7th International Conference on Automatic Face and Gesture Recognition, Southampton, UK, pp. 341\u2013345 (April 2006)","DOI":"10.1109\/FGR.2006.78"},{"key":"34_CR19","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1016\/j.patrec.2011.05.016","volume":"33","author":"C. Shan","year":"2012","unstructured":"Shan, C.: Learning local binary patterns for gender classification on realworld face images. Pattern Recognition Letters\u00a033, 431\u2013437 (2012)","journal-title":"Pattern Recognition Letters"},{"issue":"3","key":"34_CR20","doi-asserted-by":"publisher","first-page":"488","DOI":"10.1109\/TIFS.2013.2242063","volume":"8","author":"J.E. Tapia","year":"2013","unstructured":"Tapia, J.E., Perez, C.A.: Gender classification based on fusion of different spatial scale features selected by mutual information from histogram of lbp, intensity and shape. IEEE Transactions on Information Forensics and Security\u00a08(3), 488\u2013499 (2013)","journal-title":"IEEE Transactions on Information Forensics and Security"},{"key":"34_CR21","unstructured":"Wolf, L., Hassner, T., Taigman, Y.: Descriptor based methods on the wild. In: Faces in Real-Life Images Workshop in ECCV (2008)"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-41827-3_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T19:31:19Z","timestamp":1746041479000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-41827-3_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642418266","9783642418273"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-41827-3_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}