{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:33:25Z","timestamp":1742996005890,"version":"3.40.3"},"publisher-location":"Cham","reference-count":51,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319126098"},{"type":"electronic","value":"9783319126104"}],"license":[{"start":{"date-parts":[[2014,11,23]],"date-time":"2014-11-23T00:00:00Z","timestamp":1416700800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,11,23]],"date-time":"2014-11-23T00:00:00Z","timestamp":1416700800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-12610-4_12","type":"book-chapter","created":{"date-parts":[[2014,12,2]],"date-time":"2014-12-02T17:49:27Z","timestamp":1417542567000},"page":"191-207","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Beyond SIFT for Image Categorization by Bag-of-Scenes Analysis"],"prefix":"10.1007","author":[{"given":"S\u00e9bastien","family":"Paris","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xanadu","family":"Halkias","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Herv\u00e9","family":"Glotin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,11,23]]},"reference":[{"key":"12_CR1","doi-asserted-by":"crossref","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Image classification using random forests and ferns. In: ICCV\u201907 (2007)","DOI":"10.1109\/ICCV.2007.4409066"},{"key":"12_CR2","doi-asserted-by":"crossref","unstructured":"Larios, N., Lin, J., Zhang, M., Lytle, D., Moldenke, A., Shapiro, L., Dietterich, T.: Stacked spatial-pyramid kernel: an object-class recognition method to combine scores from random trees. In: WACV\u201911 (2011)","DOI":"10.1109\/WACV.2011.5711522"},{"key":"12_CR3","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vis. 42, 145\u2013175 (2001)","journal-title":"Int. J. Comput. Vis."},{"key":"12_CR4","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: CVPR\u201905 (2005)"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Deselaers, T., Ferrari, V.: Global and efficient self-similarity for object classification and detection. In: CVPR\u201910 (2010)","DOI":"10.1109\/CVPR.2010.5539775"},{"issue":"9","key":"12_CR6","doi-asserted-by":"publisher","first-page":"1705","DOI":"10.1109\/TPAMI.2009.155","volume":"32","author":"J Chen","year":"2010","unstructured":"Chen, J., Shan, S., He, C., Zhao, G., Pietikainen, M., Chen, X., Gao, W.: Wld: a robust local image descriptor. IEEE Trans. PAMI 32(9), 1705\u20131720 (2010)","journal-title":"IEEE Trans. PAMI"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Fr\u00f6ba, B., Ernst, A.: Face detection with the modified census transform. In: FGR\u201904 (2004)","DOI":"10.1109\/AFGR.2004.1301514"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Wu, J., Geyer, C., Rehg, J.M.: Real-time human detection using contour cues. In: ICRA\u201911 (2011)","DOI":"10.1109\/ICRA.2011.5980437"},{"key":"12_CR9","unstructured":"Marcel, S., Rodriguez, Y., Heusch, G.: On the recent use of local binary patterns for face authentication. Int. J. Image Video Process. Spec. Issue Facial Image Process. 1\u20139 (2007)"},{"key":"12_CR10","unstructured":"Zhang, L., Chu, R., Xiang, S., Liao, S., Li, S.Z.: Face detection based on multi-block lbp representation. In: ICB\u201907 (2007)"},{"key":"12_CR11","doi-asserted-by":"crossref","unstructured":"Sadat, R.M.N., Teng, S.W., Lu, G., Hasan, S.F.: Texture classification using multimodal invariant local binary pattern. In: WACV\u201911 (2011)","DOI":"10.1109\/WACV.2011.5711520"},{"issue":"12","key":"12_CR12","doi-asserted-by":"publisher","first-page":"11212","DOI":"10.1016\/j.eswa.2012.03.052","volume":"39","author":"F Bianconi","year":"2012","unstructured":"Bianconi, F., Gonz\u00e1lez, E., Fern\u00e1ndez, A., Saetta, S.A.: Automatic classification of granite tiles through colour and texture features. Expert Syst. Appl. 39(12), 11212\u201311218 (2012)","journal-title":"Expert Syst. Appl."},{"key":"12_CR13","unstructured":"Wu, J., Rehg, J.M.: Where am i: place instance and category recognition using spatialpact. In: CVPR\u20192008 (2008)"},{"key":"12_CR14","doi-asserted-by":"crossref","unstructured":"Gao, S., Tsang, I.W.-H., Chia, L.-T., Zhao, P.: Local features are not lonely Laplacian sparse coding for image classification. In: CVPR\u201910 (2010)","DOI":"10.1109\/CVPR.2010.5539943"},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Paris, S., Glotin, H.: Pyramidal multi-level features for the robot vision@icpr 2010 challenge. In: ICPR\u201910 (2010)","DOI":"10.1109\/ICPR.2010.1143"},{"issue":"2","key":"12_CR16","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1109\/TIP.2009.2035882","volume":"19","author":"B Zhang","year":"2010","unstructured":"Zhang, B., Gao, Y., Zhao, S., Liu, J.: Local derivative pattern versus local binary pattern: face recognition with high-order local pattern descriptor. IEEE Trans. Image Proc. 19(2), 533\u2013544 (2010)","journal-title":"IEEE Trans. Image Proc."},{"issue":"7","key":"12_CR17","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. PAMI 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. PAMI"},{"key":"12_CR18","unstructured":"Zheng, Y., Shen, C., Hartley, R.I., Huang, X.: Effective pedestrian detection using center-symmetric local binary\/trinary patterns. In: CoRR, vol. abs\/1009.0892 (2010)"},{"issue":"3","key":"12_CR19","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/s10044-008-0123-0","volume":"12","author":"W Zhang","year":"2009","unstructured":"Zhang, W., Shan, S., Qing, L., Chen, X., Gao, W.: Are gabor phases really useless for face recognition? Pattern Anal. Appl. 12(3), 301\u2013307 (2009)","journal-title":"Pattern Anal. Appl."},{"key":"12_CR20","doi-asserted-by":"crossref","unstructured":"Lee, H., Chung, Y., Kim, J., Park, D.: Face image retrieval using sparse representation classifier with gabor-lbp histogram. In: WISA\u201910 (2010)","DOI":"10.1007\/978-3-642-17955-6_20"},{"key":"12_CR21","doi-asserted-by":"publisher","first-page":"3304","DOI":"10.1016\/j.patcog.2012.02.031","volume":"45","author":"B Jun","year":"2012","unstructured":"Jun, B., Kim, D.: Robust face detection using local gradient patterns and evidence accumulation. Pattern Recognit. 45, 3304\u20133316 (2012)","journal-title":"Pattern Recognit."},{"key":"12_CR22","doi-asserted-by":"crossref","unstructured":"Hussain, S.U., Triggs, W.: Visual recognition using local quantized patterns. In: CVPR\u201912 (2012)","DOI":"10.5244\/C.26.99"},{"key":"12_CR23","doi-asserted-by":"crossref","unstructured":"Heikkil\u00e4, M., Pietik\u00e4inen, M., Schmid, C.: Description of interest regions with center-symmetric local binary patterns. In: CVGIP\u201906 (2006)","DOI":"10.1007\/11949619_6"},{"key":"12_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TSMCA.2010.2055152","volume":"41","author":"D Huang","year":"2011","unstructured":"Huang, D., Shan, C., Ardabilian, M., Wang, Y., Chen, L.: Local binary patterns and its application to facial image analysis: a survey. IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev. 41, 1\u201317 (2011)","journal-title":"IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev."},{"issue":"3","key":"12_CR25","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/s10851-011-0261-7","volume":"40","author":"F Bianconi","year":"2011","unstructured":"Bianconi, F., Fern\u00e1ndez, A.: On the occurrence probability of local binary patterns: a theoretical study. J. Math. Imaging Vis. 40(3), 259\u2013268 (2011)","journal-title":"J. Math. Imaging Vis."},{"key":"12_CR26","doi-asserted-by":"publisher","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. Trans. Image Proc. 19, 1635\u20131650 (2010)","journal-title":"Trans. Image Proc."},{"key":"12_CR27","unstructured":"Willamowski, J., Arregui, D., Csurka, G., Dance, C.R., Fan, L.: Categorizing nine visual classes using local appearance descriptors. In: ICPR\u201904 (2004)"},{"key":"12_CR28","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: spatial pyramid matching for recognizing natural scene categories. In: CVPR\u201906 (2006)"},{"key":"12_CR29","unstructured":"Lowe, D.G.: Object recognition from local scale-invariant features. In: ICCV\u201999 (2009)"},{"key":"12_CR30","unstructured":"Yang, J., Yu, K., Gong, Y., Huang, T.S.: Linear spatial pyramid matching using sparse coding for image classification. In: CVPR\u201909 (2009)"},{"key":"12_CR31","unstructured":"Sermanet, P., Chintala, S., LeCun, Y.: Convolutional neural networks applied to house numbers digit classification. In: ICPR\u201912 (2012)"},{"key":"12_CR32","unstructured":"Wu, J., Rehg, J.: Beyond the euclidean distance: creating effective visual codebooks using the histogram intersection kernel. In: ICCV\u201909 (2009)"},{"key":"12_CR33","doi-asserted-by":"crossref","unstructured":"Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. In: CVPR\u201908 (2008)","DOI":"10.1109\/CVPR.2008.4587598"},{"key":"12_CR34","doi-asserted-by":"crossref","unstructured":"Avila, S.E.F., Thome, N., Cord, M., Valle, E., de Albuquerque Ara\u00fajo, A.: Bossa: extended bow formalism for image classification. In: ICIP\u201911 (2011)","DOI":"10.1109\/ICIP.2011.6116268"},{"key":"12_CR35","doi-asserted-by":"crossref","unstructured":"Oliveira, G.L., Nascimento, E.R., Viera, A.W., Campos, M.F.M.: Sparse spatial coding: a novel approach for efficient and accurate object recognition. In: ICRA\u201912 (2012)","DOI":"10.1109\/ICRA.2012.6224785"},{"key":"12_CR36","doi-asserted-by":"crossref","unstructured":"Perronnin, F., S\u00e1nchez, J., Mensink, T.: Improving the fisher kernel for large-scale image classification. In: ECCV\u201910 (2010)","DOI":"10.1007\/978-3-642-15561-1_11"},{"key":"12_CR37","doi-asserted-by":"crossref","unstructured":"Krapac, J., Verbeek, J., Jurie, F.: Modeling spatial layout with fisher vectors for image categorization. In: ICCV\u201911 (2011)","DOI":"10.1109\/ICCV.2011.6126406"},{"key":"12_CR38","unstructured":"Bo, L., Ren, X., Fox, D.: Hierarchical matching pursuit for image classification: architecture and fast algorithms. In: NIPS\u201911, pp. 2115\u20132123 (2011)"},{"key":"12_CR39","doi-asserted-by":"crossref","unstructured":"Shalev-Shwartz, S., Singer, Y., Srebro, N., Cotter, A.: Pegasos: primal estimated sub-gradient solver for svm (2007)","DOI":"10.1145\/1273496.1273598"},{"key":"12_CR40","doi-asserted-by":"crossref","unstructured":"Hsieh, C., Chang, K., Lin, C., Keerthi, S.: A dual coordinate descent method for large-scale linear svm (2008)","DOI":"10.1145\/1390156.1390208"},{"key":"12_CR41","unstructured":"Liao, S., Zhu, X., Lei, Z., Zhang, L., Li, S.Z.: Learning multi-scale block local binary patterns for face recognition. In: ICB (2007)"},{"key":"12_CR42","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P Viola","year":"2004","unstructured":"Viola, P., Jones, M.: Robust real-time face detection. Int. J. Comput. Vis. 57, 137\u2013154 (2004)","journal-title":"Int. J. Comput. Vis."},{"key":"12_CR43","doi-asserted-by":"crossref","unstructured":"Boureau, Y., Bach, F., LeCun, Y., Ponce, J.: Learning mid-level features for recognition. In: CVPR\u201910 (2010)","DOI":"10.1109\/CVPR.2010.5539963"},{"key":"12_CR44","doi-asserted-by":"crossref","unstructured":"Chatfield, K., Lempitsky, V., Vedaldi, A., Zisserman, A.: The devil is in the details: an evaluation of recent feature encoding methods. In: BMVC (2011)","DOI":"10.5244\/C.25.76"},{"key":"12_CR45","doi-asserted-by":"crossref","unstructured":"Mairal, J., Bach, F., Ponce, J., Sapiro, G.: Online dictionary learning for sparse coding. In: ICML\u201909 (2009)","DOI":"10.1145\/1553374.1553463"},{"key":"12_CR46","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. J. R. Stat. Soc. Ser. B 58, 267\u2013288 (1996)","journal-title":"J. R. Stat. Soc. Ser. B"},{"key":"12_CR47","unstructured":"Boureau, Y., Ponce, J., LeCun, Y.: A theoretical analysis of feature pooling in vision algorithms. In: ICML\u201910 (2010)"},{"key":"12_CR48","doi-asserted-by":"crossref","unstructured":"Li, L.: What, where and who? Classifying event by scene and object recognition. In: CVPR\u201907 (2007)","DOI":"10.1109\/ICCV.2007.4408872"},{"key":"12_CR49","doi-asserted-by":"crossref","unstructured":"Bo, L., Ren, X., Fox, D.: Kernel descriptors for visual recognition. In: NIPS\u201910 (2010)","DOI":"10.1109\/IROS.2011.6095119"},{"issue":"4","key":"12_CR50","doi-asserted-by":"publisher","first-page":"1627","DOI":"10.1016\/j.patcog.2011.09.020","volume":"45","author":"NM Elfiky","year":"2012","unstructured":"Elfiky, N.M., Khan, F.S., van de Weijer, J., Gonz\u00e0lez, J.: Discriminative compact pyramids for object and scene recognition. Pattern Recognit. 45(4), 1627\u20131636 (2012)","journal-title":"Pattern Recognit."},{"key":"12_CR51","unstructured":"Jia, Y., Huang, C., Darrell, T.: Beyond spatial pyramids: receptive field learning for pooled image features. In: NIPS\u201911 (2011)"}],"container-title":["Advances in Intelligent Systems and Computing","Pattern Recognition Applications and Methods"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-12610-4_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,5]],"date-time":"2024-06-05T14:54:39Z","timestamp":1717599279000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-12610-4_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,23]]},"ISBN":["9783319126098","9783319126104"],"references-count":51,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-12610-4_12","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2014,11,23]]},"assertion":[{"value":"23 November 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}