{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:29:08Z","timestamp":1771468148722,"version":"3.50.1"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319458854","type":"print"},{"value":"9783319458861","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-45886-1_5","type":"book-chapter","created":{"date-parts":[[2016,8,26]],"date-time":"2016-08-26T08:41:50Z","timestamp":1472200910000},"page":"51-63","source":"Crossref","is-referenced-by-count":65,"title":["Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates"],"prefix":"10.1007","author":[{"given":"Alexander","family":"Freytag","sequence":"first","affiliation":[]},{"given":"Erik","family":"Rodner","sequence":"additional","affiliation":[]},{"given":"Marcel","family":"Simon","sequence":"additional","affiliation":[]},{"given":"Alexander","family":"Loos","sequence":"additional","affiliation":[]},{"given":"Hjalmar S.","family":"K\u00fchl","sequence":"additional","affiliation":[]},{"given":"Joachim","family":"Denzler","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,8,27]]},"reference":[{"key":"5_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"924","DOI":"10.1007\/11866565_113","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2006","author":"V Arsigny","year":"2006","unstructured":"Arsigny, V., Commowick, O., Pennec, X., Ayache, N.: A log-Euclidean framework for statistics on diffeomorphisms. In: Larsen, R., Nielsen, M., Sporring, J. (eds.) MICCAI 2006. LNCS, vol. 4190, pp. 924\u2013931. Springer, Heidelberg (2006)"},{"key":"5_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1007\/978-3-642-35289-8_25","volume-title":"Neural Networks: Tricks of the Trade","author":"L Bottou","year":"2012","unstructured":"Bottou, L.: Stochastic gradient descent tricks. In: Montavon, G., Orr, G.B., M\u00fcller, K.-R. (eds.) Neural Networks: Tricks of the Trade, 2nd edn. LNCS, vol. 7700, pp. 421\u2013436. Springer, Heidelberg (2012)"},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Branson, S., Van Horn, G., Belongie, S., Perona, P.: Improved bird species categorization using pose normalized deep convolutional nets. In: British Machine Vision Conference (BMVC) (2014)","DOI":"10.5244\/C.28.87"},{"issue":"6","key":"5_CR4","doi-asserted-by":"crossref","first-page":"1177","DOI":"10.1109\/TPAMI.2014.2361137","volume":"37","author":"J Carreira","year":"2015","unstructured":"Carreira, J., Caseiro, R., Batista, J., Sminchisescu, C.: Free-form region description with second-order pooling. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI) 37(6), 1177\u20131189 (2015)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI)"},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Chatfield, K., Simonyan, K., Vedaldi, A., Zisserman, A.: Return of the devil in the details: delving deep into convolutional nets. In: British Machine Vision Conference (BMVC) (2014)","DOI":"10.5244\/C.28.6"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: Imagenet: a large-scale hierarchical image database. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 248\u2013255 (2009)","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"5_CR7","unstructured":"Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: Liblinear: a library for large linear classification. J. Mach. Learn. Res. (JMLR) 9, 1871\u20131874 (2008). http:\/\/www.csie.ntu.edu.tw\/~cjlin\/liblinear\/"},{"key":"5_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1007\/978-3-319-11752-2_12","volume-title":"Pattern Recognition","author":"A Freytag","year":"2014","unstructured":"Freytag, A., Rodner, E., Darrell, T., Denzler, J.: Exemplar-specific patch features for fine-grained recognition. In: Jiang, X., Hornegger, J., Koch, R. (eds.) GCPR 2014. LNCS, vol. 8753, pp. 144\u2013156. Springer, Heidelberg (2014)"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"G\u00f6ring, C., Rodner, E., Freytag, A., Denzler, J.: Nonparametric part transfer for fine-grained recognition. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2489\u20132496 (2014)","DOI":"10.1109\/CVPR.2014.319"},{"key":"5_CR10","unstructured":"He, X., Niyog, P.: Locality preserving projections. In: Neural Information Processing Systems (NIPS), vol. 16, p. 153 (2004)"},{"issue":"3","key":"5_CR11","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1109\/TPAMI.2005.55","volume":"27","author":"X He","year":"2005","unstructured":"He, X., Yan, S., Hu, Y., Niyogi, P., Zhang, H.J.: Face recognition using laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI) 27(3), 328\u2013340 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI)"},{"key":"5_CR12","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, pp. 07\u201349. University of Massachusetts, Amherst (2007)"},{"key":"5_CR13","doi-asserted-by":"crossref","unstructured":"Hughes, B., Burghardt, T.: Automated identification of individual great white sharks from unrestricted fin imagery. In: British Machine Vision Conference (BMVC), pp. 92.1\u201392.14 (2015)","DOI":"10.5244\/C.29.92"},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Jia, Y., Shelhamer, E., Donahue, J., Karayev, S., Long, J., Girshick, R., Guadarrama, S., Darrell, T.: Caffe: convolutional architecture for fast feature embedding. In: ACM International Conference on Multimedia, pp. 675\u2013678 (2014)","DOI":"10.1145\/2647868.2654889"},{"key":"5_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1007\/978-3-642-33709-3_36","volume-title":"Computer Vision \u2013 ECCV 2012","author":"N Kumar","year":"2012","unstructured":"Kumar, N., Belhumeur, P.N., Biswas, A., Jacobs, D.W., Kress, W.J., Lopez, I.C., Soares, J.V.B.: Leafsnap: a computer vision system for automatic plant species identification. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part II. LNCS, vol. 7573, pp. 502\u2013516. Springer, Heidelberg (2012)"},{"issue":"11","key":"5_CR16","doi-asserted-by":"crossref","first-page":"2278","DOI":"10.1109\/5.726791","volume":"86","author":"Y LeCun","year":"1998","unstructured":"LeCun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. Proc. IEEE 86(11), 2278\u20132324 (1998)","journal-title":"Proc. IEEE"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Lin, T.Y., RoyChowdhury, A., Maji, S.: Bilinear CNN models for fine-grained visual recognition. In: IEEE International Conference on Computer Vision (ICCV), pp. 1449\u20131457 (2015)","DOI":"10.1109\/ICCV.2015.170"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Loos, A.: Identification of great apes using gabor features and locality preserving projections. In: ACM International Workshop on Multimedia Analysis for Ecological Data, pp. 19\u201324. ACM (2012)","DOI":"10.1145\/2390832.2390838"},{"issue":"1","key":"5_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/1687-5281-2013-1","volume":"2013","author":"A Loos","year":"2013","unstructured":"Loos, A., Ernst, A.: An automated chimpanzee identification system using face detection and recognition. EURASIP J. Image Vid. Process. 2013(1), 1\u201317 (2013)","journal-title":"EURASIP J. Image Vid. Process."},{"key":"5_CR20","unstructured":"Ngiam, J., Coates, A., Lahiri, A., Prochnow, B., Le, Q.V., Ng, A.Y.: On optimization methods for deep learning. In: International Conference on Machine Learning (ICML), pp. 265\u2013272 (2011)"},{"key":"5_CR21","volume-title":"Camera Traps in Animal Ecology: Methods and Analyses","author":"AF O\u2019Connell","year":"2010","unstructured":"O\u2019Connell, A.F., Nichols, J.D., Karanth, K.U.: Camera Traps in Animal Ecology: Methods and Analyses. Springer, Japan (2010)"},{"key":"5_CR22","doi-asserted-by":"crossref","unstructured":"Parkhi, O.M., Vedaldi, A., Zisserman, A.: Deep face recognition. In: British Machine Vision Conference (BMVC) (2015)","DOI":"10.5244\/C.29.41"},{"issue":"3","key":"5_CR23","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1111\/j.1469-1795.2008.00180.x","volume":"11","author":"JM Rowcliffe","year":"2008","unstructured":"Rowcliffe, J.M., Carbone, C.: Surveys using camera traps: are we looking to a brighter future? Anim. Conserv. 11(3), 185\u2013186 (2008)","journal-title":"Anim. Conserv."},{"key":"5_CR24","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"DE Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by back-propagating errors. Nature 323, 533\u2013536 (1986)","journal-title":"Nature"},{"key":"5_CR25","doi-asserted-by":"crossref","unstructured":"Simon, M., Rodner, E.: Neural activation constellations: unsupervised part model discovery with convolutional networks. In: IEEE International Conference on Computer Vision (ICCV) (2015)","DOI":"10.1109\/ICCV.2015.136"},{"issue":"8","key":"5_CR26","doi-asserted-by":"crossref","first-page":"1573","DOI":"10.1109\/TPAMI.2014.2301163","volume":"36","author":"K Simonyan","year":"2014","unstructured":"Simonyan, K., Vedaldi, A., Zisserman, A.: Learning local feature descriptors using convex optimisation. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI) 36(8), 1573\u20131585 (2014)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI)"},{"key":"5_CR27","doi-asserted-by":"crossref","unstructured":"Taigman, Y., Yang, M., Ranzato, M., Wolf, L.: Deepface: closing the gap to human-level performance in face verification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1701\u20131708 (2014)","DOI":"10.1109\/CVPR.2014.220"},{"issue":"6","key":"5_CR28","doi-asserted-by":"crossref","first-page":"1635","DOI":"10.1109\/TIP.2010.2042645","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 Trans. Image Process. (TIP) 19(6), 1635\u20131650 (2010)","journal-title":"IEEE Trans. Image Process. (TIP)"},{"key":"5_CR29","doi-asserted-by":"crossref","unstructured":"Turk, M.A., Pentland, A.P.: Face recognition using eigenfaces. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 586\u2013591 (1991)","DOI":"10.1109\/CVPR.1991.139758"},{"issue":"10","key":"5_CR30","doi-asserted-by":"crossref","first-page":"1713","DOI":"10.1109\/TPAMI.2008.75","volume":"30","author":"O Tuzel","year":"2008","unstructured":"Tuzel, O., Porikli, F., Meer, P.: Pedestrian detection via classification on riemannian manifolds. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI) 30(10), 1713\u20131727 (2008)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI)"},{"key":"5_CR31","doi-asserted-by":"crossref","unstructured":"Vi\u00e9, J.C., Hilton-Taylor, C., Stuart, S.N.: Wildlife in a changing world: an analysis of the 2008 IUCN Red List of threatened species. IUCN (2009)","DOI":"10.2305\/IUCN.CH.2009.17.en"},{"issue":"2","key":"5_CR32","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y.: Robust face recognition via sparse representation. IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI) 31(2), 210\u2013227 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI)"},{"key":"5_CR33","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1007\/978-3-642-15399-0","volume-title":"Computer Vision \u2013 ECCV 2010","author":"M Yang","year":"2010","unstructured":"Yang, M., Zhang, L.: Gabor feature based sparse representation for face recognition with gabor occlusion dictionary. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol. 6316, pp. 448\u2013461. Springer, Heidelberg (2010)"},{"key":"5_CR34","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"834","DOI":"10.1007\/978-3-319-10590-1_54","volume-title":"Computer Vision \u2013 ECCV 2014","author":"N Zhang","year":"2014","unstructured":"Zhang, N., Donahue, J., Girshick, R., Darrell, T.: Part-based R-CNNs for fine-grained category detection. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part I. LNCS, vol. 8689, pp. 834\u2013849. Springer, Heidelberg (2014)"},{"issue":"2","key":"5_CR35","doi-asserted-by":"crossref","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. Roy. Stat. Soc. Ser. B (Stat. Methodol.) 67(2), 301\u2013320 (2005)","journal-title":"J. Roy. Stat. Soc. Ser. B (Stat. Methodol.)"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-45886-1_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T20:16:12Z","timestamp":1568319372000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-45886-1_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319458854","9783319458861"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-45886-1_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]}}}