{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T03:26:49Z","timestamp":1779247609311,"version":"3.51.4"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2010,4,30]],"date-time":"2010-04-30T00:00:00Z","timestamp":1272585600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int J Comput Vis"],"published-print":{"date-parts":[[2011,11]]},"DOI":"10.1007\/s11263-010-0344-8","type":"journal-article","created":{"date-parts":[[2010,4,29]],"date-time":"2010-04-29T11:50:28Z","timestamp":1272541828000},"page":"198-212","source":"Crossref","is-referenced-by-count":74,"title":["An Efficient Approach to Semantic Segmentation"],"prefix":"10.1007","volume":"95","author":[{"given":"Gabriela","family":"Csurka","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florent","family":"Perronnin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,4,30]]},"reference":[{"key":"344_CR1","doi-asserted-by":"crossref","unstructured":"Borenstein, E., & Malik, J. (2006). Shape-guided object segmentation. In CVPR, 2006","DOI":"10.1109\/CVPR.2006.276"},{"key":"344_CR2","doi-asserted-by":"crossref","unstructured":"Cao, L., & Fei-Fei, L. (2007). Spatially coherent latent topic model for concurrent segmentation and classification of objects and scenes. In ICCV, 2007.","DOI":"10.1109\/ICCV.2007.4408965"},{"key":"344_CR3","unstructured":"Csurka, G., Dance, C., Fan, L., Willamowski, J., & Bray, C. (2004). Visual categorization with bags of keypoints. In ECCV workshop on statistical learning for computer vision, 2004."},{"key":"344_CR4","unstructured":"Edge Detection and Image Segmentation (EDISON) System (2003). http:\/\/www.caip.rutgers.edu\/riul\/research\/code\/EDISON\/index.html ."},{"key":"344_CR5","unstructured":"Everingham, M., Gool, L. V., Williams, C., Winn, J., & Zisserman,\u00a0A. (2007a). The pascal visual object classes challenge 2007 (voc2007): Part 1\u2014challenge & classification task. http:\/\/www.pascal-network.org\/challenges\/VOC\/voc2007\/workshop\/everingham_cls.pdf ."},{"key":"344_CR6","unstructured":"Everingham, M., Van Gool, L., Williams, C. K. I., Winn, J., & Zisserman, A. (2007b). The PASCAL Visual Object Classes Challenge 2007 (VOC2007) Results. http:\/\/www.pascal-network.org\/challenges\/VOC\/voc2007\/workshop\/index.html ."},{"key":"344_CR7","unstructured":"Everingham, M., Van Gool, L., Williams, C. K. I., Winn, J., & Zisserman, A. (2008). The PASCAL Visual Object Classes Challenge 2008 (VOC2008) Results. http:\/\/www.pascal-network.org\/challenges\/VOC\/voc2008\/workshop\/index.html ."},{"key":"344_CR8","unstructured":"Farquhar, J., Szedmak, S., Meng, H., & Shawe-Taylor, J. (2005). Improving \u201cbag-of-keypoints\u201d image categorisation (Tech. rep.). University of Southampton."},{"key":"344_CR9","unstructured":"He, X., Zemel, R., & N\u00e1n, M. C. P. (2004). Multiscale conditional random fields for image labeling. In CVPR, 2004."},{"key":"344_CR10","unstructured":"Jaakkola, T., & Haussler, D. (1999). Exploiting generative models in discriminative classifiers. In NIPS, 1999."},{"issue":"6","key":"344_CR11","doi-asserted-by":"crossref","first-page":"957","DOI":"10.1109\/TPAMI.2005.127","volume":"27","author":"B. Krishnapuram","year":"2005","unstructured":"Krishnapuram, B., & Hartemink, A. J. (2005). Sparse multinomial logistic regression: fast algorithms and generalization bounds. IEEE Transactions on Patern Analysis and Machine Intelligence, 27(6), 957\u2013968.","journal-title":"IEEE Transactions on Patern Analysis and Machine Intelligence"},{"key":"344_CR12","doi-asserted-by":"crossref","unstructured":"Kumar, M. P., Torr, P., & Zisserman, A. (2005). Obj cut. In CVPR, 2005.","DOI":"10.1109\/CVPR.2005.249"},{"key":"344_CR13","doi-asserted-by":"crossref","unstructured":"Kumar, S., & Hebert, M. (2005). A hierarchical field framework for unified context-based classification. In ICCV, 2005.","DOI":"10.1109\/ICCV.2005.9"},{"key":"344_CR14","unstructured":"Larlus, D., & Jurie, F. (2007). Category level object segmentation\u2014learning to segment objects with latent aspect models. In VISAPP (Vol. 2)."},{"key":"344_CR15","unstructured":"Larlus, D., Verbeek, J., & Jurie, F. (2009). Category level object segmentation by combining bag-of-words models with Dirichlet processes and random fields. In IJCV, 2009."},{"key":"344_CR16","doi-asserted-by":"crossref","unstructured":"Lazebnik, S. (2009). An empirical Bayes approach to contextual region classification. In CVPR, 2009.","DOI":"10.1109\/CVPR.2009.5206690"},{"key":"344_CR17","unstructured":"Leibe, B., Leonardis, A., & Schiele, B. (2004). Combined object categorization and segmentation with an implicit shape model. In ECCV workshop on statistical learning for computer vision, 2004."},{"key":"344_CR18","doi-asserted-by":"crossref","unstructured":"Li, L. J., Socher, R., & Fei-Fei, L. (2009). Towards total scene understanding: classification, annotation and segmentation in an automatic framework. In CVPR, 2009.","DOI":"10.1109\/CVPR.2009.5206718"},{"issue":"2","key":"344_CR19","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D. Lowe","year":"2004","unstructured":"Lowe, D. (2004). Distinctive image features from scale-invariant keypoints. International Journal of Compute Vision, 60(2), 91\u2013110.","journal-title":"International Journal of Compute Vision"},{"key":"344_CR20","doi-asserted-by":"crossref","unstructured":"Maji, S., Berg, A., & Malik, J. (2008). Classification using intersection kernel support vector machines is efficient. In CVPR, 2008.","DOI":"10.1109\/CVPR.2008.4587630"},{"key":"344_CR21","doi-asserted-by":"crossref","unstructured":"Perronnin, F., & Dance, C. (2007). Fisher kernels on visual vocabularies for image categorization. In CVPR, 2007.","DOI":"10.1109\/CVPR.2007.383266"},{"key":"344_CR22","doi-asserted-by":"crossref","unstructured":"Perronnin, F., Dance, C., Csurka, G., & Bressan, M. (2006). Adapted vocabularies for generic visual categorization. In ECCV, 2006.","DOI":"10.1007\/11744085_36"},{"key":"344_CR23","doi-asserted-by":"crossref","unstructured":"Rother, C., Kolmogorov, V., & Blake, A. (2004). Grabcut: interactive foreground extraction using iterated graph cuts. In SIGRAPH, 2004.","DOI":"10.1145\/1186562.1015720"},{"key":"344_CR24","unstructured":"Sheikh, Y. A., Khan, E. A., & Kanade, T. (2007). Mode-seeking via medoidshifts. In ICCV, 2007."},{"key":"344_CR25","doi-asserted-by":"crossref","unstructured":"Shotton, J., Winn, J., Rother, C., & Criminisi, A. (2006). Textonboost: Joint appearance, shape and context modeling for multi-class object recognition and segmentation. In ECCV, 2006.","DOI":"10.1007\/11744023_1"},{"key":"344_CR26","doi-asserted-by":"crossref","unstructured":"Sivic, J., & Zisserman, A. (2003). Video google: a\u00a0text retrieval approach to object matching in videos. In ICCV (Vol. 2, pp. 1470\u20131477).","DOI":"10.1109\/ICCV.2003.1238663"},{"key":"344_CR27","doi-asserted-by":"crossref","unstructured":"Vedaldi, A., & Soatto, S. (2008). Quick shift and kernel methods for mode seeking. In ECCV, 2008.","DOI":"10.1007\/978-3-540-88693-8_52"},{"key":"344_CR28","doi-asserted-by":"crossref","unstructured":"Vedaldi, A., Gulshan, V., Varma, M., & Zisserman, A. (2009). Multiple kernels for object detection. In ICCV, 2009.","DOI":"10.1109\/ICCV.2009.5459183"},{"key":"344_CR29","doi-asserted-by":"crossref","unstructured":"Verbeek, J., & Triggs, B. (2007a). Region classification with Markov field aspects models. In CVPR, 2007.","DOI":"10.1109\/CVPR.2007.383098"},{"key":"344_CR30","unstructured":"Verbeek, J., & Triggs, B. (2007b). Scene segmentation with crfs learned from partially labeled images. In NIPS, 2007."},{"key":"344_CR31","doi-asserted-by":"crossref","unstructured":"Wang, G., Hoiem, G., & Forsyth, D. (2009). Learning image similarity from Flickr groups using stochastic intersection kernel machines. In ICCV, 2009.","DOI":"10.1061\/9780784410646"},{"key":"344_CR32","doi-asserted-by":"crossref","unstructured":"Winn, J., & Jojic, N. (2005). Locus: Learning object classes with unsupervised segmentation. In ICCV, 2005.","DOI":"10.1109\/ICCV.2005.148"},{"key":"344_CR33","doi-asserted-by":"crossref","unstructured":"Yang, L., Meer, P., & Foran, D. (2007). Multiple class segmentation using a unified framework over mean-shift patches. In CVPR, 2007.","DOI":"10.1109\/CVPR.2007.383229"}],"container-title":["International Journal of Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-010-0344-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11263-010-0344-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-010-0344-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T08:16:43Z","timestamp":1559377003000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11263-010-0344-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,4,30]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2011,11]]}},"alternative-id":["344"],"URL":"https:\/\/doi.org\/10.1007\/s11263-010-0344-8","relation":{},"ISSN":["0920-5691","1573-1405"],"issn-type":[{"value":"0920-5691","type":"print"},{"value":"1573-1405","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,4,30]]}}}