{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T04:12:13Z","timestamp":1748751133643,"version":"3.41.0"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319261225"},{"type":"electronic","value":"9783319261232"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-26123-2_2","type":"book-chapter","created":{"date-parts":[[2015,12,4]],"date-time":"2015-12-04T05:17:38Z","timestamp":1449206258000},"page":"14-23","source":"Crossref","is-referenced-by-count":2,"title":["Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples"],"prefix":"10.1007","author":[{"given":"Andrey V.","family":"Savchenko","sequence":"first","affiliation":[]},{"given":"Vladimir R.","family":"Milov","sequence":"additional","affiliation":[]},{"given":"Natalya S.","family":"Belova","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,12,5]]},"reference":[{"key":"2_CR1","volume-title":"Image Processing, Analysis, and Machine Vision","author":"M Sonka","year":"2014","unstructured":"Sonka, M., Hlavac, V., Boyle, R.: Image Processing, Analysis, and Machine Vision, 4th edn. Cengage Learning, Boston (2014)","edition":"4"},{"issue":"2","key":"2_CR2","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D Lowe","year":"2004","unstructured":"Lowe, D.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vis."},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Dalal N., Triggs B.: Histograms of oriented gradients for human detection. In: International Conference on Computer Vision and Pattern Recognition, pp. 886\u2013893 (2005)","DOI":"10.1109\/CVPR.2005.177"},{"issue":"3","key":"2_CR4","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1016\/j.cviu.2007.09.014","volume":"110","author":"H Bay","year":"2008","unstructured":"Bay, H., Ess, A., Tuytelaars, T., Van Gool, L.: SURF: speeded up robust features. Comput. Vis. Image Underst. 110(3), 346\u2013359 (2008)","journal-title":"Comput. Vis. Image Underst."},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification. arXiv:1502.01852 [cs], http:\/\/arxiv.org\/abs\/1502.01852 (2015)","DOI":"10.1109\/ICCV.2015.123"},{"key":"2_CR6","volume-title":"On Intelligence","author":"J Hawkins","year":"2004","unstructured":"Hawkins, J., Blakeslee, S.: On Intelligence. Times Books, New York (2004)"},{"key":"2_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/978-3-642-15567-3_5","volume-title":"Computer Vision \u2013 ECCV 2010","author":"D Munoz","year":"2010","unstructured":"Munoz, D., Bagnell, J.A., Hebert, M.: Stacked hierarchical labeling. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol. 6316, pp. 57\u201370. Springer, Heidelberg (2010)"},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Representing shape with a spatial pyramid kernel. In: 6th ACM International Conference on Image and Video Retrieval CIVR 2007, pp. 401\u2013408 (2007)","DOI":"10.1145\/1282280.1282340"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Zhai, J.-H., Zhang, S.-F., Liu, L.-J.: Image recognition based on wavelet transform and artificial neural networks. In: IEEE International Conference on Machine Learning and Cybernetics, pp. 789\u2013793 (2008)","DOI":"10.1109\/ICMLC.2008.4620511"},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1016\/j.neunet.2012.02.023","volume":"32","author":"D Cire\u015fan","year":"2012","unstructured":"Cire\u015fan, D., Meier, U., Masci, J., Schmidhuber, J.: Multi-column deep neural network for traffic sign classification. Neural Netw. 32, 333\u2013338 (2012)","journal-title":"Neural Netw."},{"issue":"8","key":"2_CR11","doi-asserted-by":"publisher","first-page":"2952","DOI":"10.1016\/j.patcog.2012.02.011","volume":"45","author":"AV Savchenko","year":"2012","unstructured":"Savchenko, A.V.: Directed enumeration method in image recognition. Pattern Recogn. 45(8), 2952\u20132961 (2012)","journal-title":"Pattern Recogn."},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Chellappa, R., Du, M., Turaga, P., Zhou, S.K.: Face tracking and recognition in video. In: Handbook of Face Recognition, pp. 323\u2013351 (2011)","DOI":"10.1007\/978-0-85729-932-1_13"},{"key":"2_CR13","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1109\/TIT.1970.1054406","volume":"16","author":"CK Chow","year":"1970","unstructured":"Chow, C.K.: On optimum recognition error and reject trade\u2013off. IEEE Trans. Inf. Theory 16, 41\u201346 (1970)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"2_CR14","volume-title":"Sequential Analysis","author":"A Wald","year":"2013","unstructured":"Wald, A.: Sequential Analysis. Dover Publications, New York (2013)"},{"key":"2_CR15","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.neunet.2013.06.003","volume":"46","author":"AV Savchenko","year":"2013","unstructured":"Savchenko, A.V.: Probabilistic neural network with homogeneity testing in recognition of discrete patterns set. Neural Netw. 46, 227\u2013241 (2013)","journal-title":"Neural Netw."},{"key":"2_CR16","volume-title":"Pattern Recognition","author":"S Theodoridis","year":"2009","unstructured":"Theodoridis, S., Koutroumbas, K.: Pattern Recognition, 4th edn. Elsevier Inc., Amsterdam (2009)","edition":"4"},{"issue":"9","key":"2_CR17","doi-asserted-by":"publisher","first-page":"1725","DOI":"10.1016\/j.patcog.2006.03.013","volume":"39","author":"X Tan","year":"2006","unstructured":"Tan, X., Chen, S., Zhou, Z.H., Zhang, F.: Face recognition from a single image per person: a survey. Pattern Recogn. 39(9), 1725\u20131745 (2006)","journal-title":"Pattern Recogn."},{"key":"2_CR18","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: 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1701\u20131708 (2014)","DOI":"10.1109\/CVPR.2014.220"},{"key":"2_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/978-3-319-09994-1_25","volume-title":"Computational Modeling of Objects Presented in Images","author":"AV Savchenko","year":"2014","unstructured":"Savchenko, A.V.: Nonlinear transformation of the distance function in the nearest neighbor image recognition. In: Zhang, Y.J., Tavares, J.M.R.S. (eds.) CompIMAGE 2014. LNCS, vol. 8641, pp. 261\u2013266. Springer, Heidelberg (2014)"},{"issue":"1","key":"2_CR20","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/0893-6080(90)90049-Q","volume":"3","author":"DF Specht","year":"1990","unstructured":"Specht, D.F.: Probabilistic neural networks. Neural Netw. 3(1), 109\u2013118 (1990)","journal-title":"Neural Netw."},{"key":"2_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1007\/978-3-642-41299-8_3","volume-title":"Rough Sets and Knowledge Technology","author":"Y Yao","year":"2013","unstructured":"Yao, Y.: Granular computing and sequential three-way decisions. In: Lingras, P., Wolski, M., Cornelis, C., Mitra, S., Wasilewski, P. (eds.) RSKT 2013. LNCS, vol. 8171, pp. 16\u201327. Springer, Heidelberg (2013)"},{"key":"2_CR22","volume-title":"Information Theory and Statistics","author":"S Kullback","year":"1997","unstructured":"Kullback, S.: Information Theory and Statistics. Dover Publications, New York (1997)"},{"key":"2_CR23","unstructured":"AT&T database of faces. http:\/\/www.cl.cam.ac.uk\/research\/dtg\/attarchive\/facedatabase.html"},{"key":"2_CR24","unstructured":"Yale face database. http:\/\/vision.ucsd.edu\/content\/yale-face-database"},{"key":"2_CR25","unstructured":"Japanese Female Facial Expression (JAFFE) database. http:\/\/www.kasrl.org\/jaffe.html"},{"key":"2_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"828","DOI":"10.1007\/978-3-540-74549-5_87","volume-title":"Advances in Biometrics","author":"S Liao","year":"2007","unstructured":"Liao, S., Zhu, X., Lei, Z., Zhang, L., Li, S.Z.: Learning multi-scale block local binary patterns for face recognition. In: Lee, S.-W., Li, S.Z. (eds.) ICB 2007. LNCS, vol. 4642, pp. 828\u2013837. Springer, Heidelberg (2007)"},{"key":"2_CR27","unstructured":"OpenCV library. http:\/\/opencv.org\/"},{"key":"2_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1007\/978-3-642-13681-8_24","volume-title":"Image and Signal Processing","author":"N Degtyarev","year":"2010","unstructured":"Degtyarev, N., Seredin, O.: Comparative testing of face detection algorithms. In: Elmoataz, A., Lezoray, O., Nouboud, F., Mammass, D., Meunier, J. (eds.) ICISP 2010. LNCS, vol. 6134, pp. 200\u2013209. Springer, Heidelberg (2010)"}],"container-title":["Communications in Computer and Information Science","Analysis of Images, Social Networks and Texts"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-26123-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T17:18:39Z","timestamp":1748711919000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-26123-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319261225","9783319261232"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-26123-2_2","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2015]]}}}