{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T08:15:59Z","timestamp":1760170559324,"version":"3.37.3"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642122965"},{"type":"electronic","value":"9783642122972"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-12297-2_34","type":"book-chapter","created":{"date-parts":[[2010,5,5]],"date-time":"2010-05-05T04:13:24Z","timestamp":1273032804000},"page":"351-362","source":"Crossref","is-referenced-by-count":7,"title":["Efficient Classification of Images with Taxonomies"],"prefix":"10.1007","author":[{"given":"Alexander","family":"Binder","sequence":"first","affiliation":[]},{"given":"Motoaki","family":"Kawanabe","sequence":"additional","affiliation":[]},{"given":"Ulf","family":"Brefeld","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"34_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/978-3-540-88693-8_35","volume-title":"Computer Vision \u2013 ECCV 2008","author":"M. Marszalek","year":"2008","unstructured":"Marszalek, M., Schmid, C.: Constructing category hierarchies for visual recognition. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part IV. LNCS, vol.\u00a05305, pp. 479\u2013491. Springer, Heidelberg (2008)"},{"key":"34_CR2","doi-asserted-by":"crossref","unstructured":"Lampert, C.H., Blaschko, M.B.: A multiple kernel learning approach to joint multi-class object detection. In: Proceedings of the 30th DAGM symposium on Pattern Recognition (2008)","DOI":"10.1007\/978-3-540-69321-5_4"},{"key":"34_CR3","unstructured":"Blaschko, M.B., Gretton, A.: Learning taxonomies by dependence maximization. In: Advances in Neural Information Processing Systems (2009)"},{"key":"34_CR4","first-page":"637","volume":"8","author":"R. Tibshirani","year":"2007","unstructured":"Tibshirani, R., Hastie, T.: Margin trees for high-dimensional classification. JMLR\u00a08, 637\u2013652 (2007)","journal-title":"JMLR"},{"key":"34_CR5","doi-asserted-by":"crossref","unstructured":"Marszalek, M., Schmid, C.: Semantic hierarchies for visual object recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2007)","DOI":"10.1109\/CVPR.2007.383272"},{"key":"34_CR6","unstructured":"Taskar, B., Guestrin, C., Koller, D.: Max\u2013margin Markov networks. In: Advances in Neural Information Processing Systems (2004)"},{"key":"34_CR7","first-page":"1453","volume":"6","author":"I. Tsochantaridis","year":"2005","unstructured":"Tsochantaridis, I., Joachims, T., Hofmann, T., Altun, Y.: Large margin methods for structured and interdependent output variables. Journal of Machine Learning Research\u00a06, 1453\u20131484 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"34_CR8","doi-asserted-by":"crossref","unstructured":"Cai, L., Hofmann, T.: Hierarchical document categorization with support vector machines. In: Proceedings of the Conference on Information and Knowledge Management (2004)","DOI":"10.1145\/1031171.1031186"},{"key":"34_CR9","doi-asserted-by":"crossref","unstructured":"Lafferty, J., Zhu, X., Liu, Y.: Kernel conditional random fields: representation and clique selection. In: Proceedings of the International Conference on Machine Learning (2004)","DOI":"10.1145\/1015330.1015337"},{"key":"34_CR10","unstructured":"Weston, J., Watkins, C.: Multi\u2013class support vector machines. Technical Report CSD-TR-98-04, Department of Computer Sciences, Royal Holloway, University of London (1998)"},{"key":"34_CR11","doi-asserted-by":"crossref","unstructured":"Har-Peled, S., Roth, D., Zimak, D.: Constraint classification for multi\u2013class classification and ranking. In: Advances in Neural Information Processing Systems (2002)","DOI":"10.1007\/3-540-36169-3_29"},{"key":"34_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/978-3-540-39857-8_5","volume-title":"Machine Learning: ECML 2003","author":"U. Brefeld","year":"2003","unstructured":"Brefeld, U., Geibel, P., Wysotzki, F.: Support vector machines with example dependent costs. In: Lavra\u010d, N., Gamberger, D., Todorovski, L., Blockeel, H. (eds.) ECML 2003. LNCS (LNAI), vol.\u00a02837, pp. 23\u201334. Springer, Heidelberg (2003)"},{"key":"34_CR13","unstructured":"Griffin, G., Holub, A., Perona, P.: Caltech-256 object category dataset. Technical Report 7694, California Institute of Technology (2007)"},{"key":"34_CR14","unstructured":"Everingham, M., Zisserman, A., Williams, C.K.I., Gool, L.V.: The 2006 pascal visual object classes challenge (voc2006) results (2006)"},{"key":"34_CR15","doi-asserted-by":"crossref","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, USA, June 2006, vol.\u00a02, pp. 2169\u20132178 (2006)","DOI":"10.1109\/CVPR.2006.68"},{"key":"34_CR16","unstructured":"Csurka, G., Bray, C., Dance, C., Fan, L.: Visual categorization with bags of keypoints. In: Workshop on Statistical Learning in Computer Vision, ECCV, Prague, Czech Republic, May 2004, pp. 1\u201322 (2004)"},{"issue":"2","key":"34_CR17","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. International Journal of Computer Vision\u00a060(2), 91\u2013110 (2004)","journal-title":"International Journal of Computer Vision"},{"issue":"2","key":"34_CR18","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1007\/s11263-006-9794-4","volume":"73","author":"J. Zhang","year":"2007","unstructured":"Zhang, J., Marszalek, M., Lazebnik, S., Schmid, C.: Local features and kernels for classification of texture and object categories: A comprehensive study. International Journal of Computer Vision\u00a073(2), 213\u2013238 (2007)","journal-title":"International Journal of Computer Vision"},{"key":"34_CR19","doi-asserted-by":"crossref","unstructured":"Griffin, G., Perona, P.: Learning and using taxonomies for fast visual categorization. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587410"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ACCV 2009"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-12297-2_34.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T15:00:49Z","timestamp":1740063649000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-12297-2_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642122965","9783642122972"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-12297-2_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}