{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T20:48:45Z","timestamp":1743022125831,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642337642"},{"type":"electronic","value":"9783642337659"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-33765-9_29","type":"book-chapter","created":{"date-parts":[[2012,9,26]],"date-time":"2012-09-26T08:07:02Z","timestamp":1348646822000},"page":"402-415","source":"Crossref","is-referenced-by-count":9,"title":["Measuring Image Distances via Embedding in a Semantic Manifold"],"prefix":"10.1007","author":[{"given":"Chen","family":"Fang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorenzo","family":"Torresani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"29_CR1","unstructured":"Carey, S., Bartlett, E.: Acquiring a single new word. In: The Stanford Child Language Conference (1978)"},{"key":"29_CR2","doi-asserted-by":"crossref","unstructured":"Frome, A., Singer, Y., Sha, F., Malik, J.: Learning globally-consistent local distance functions for shape-based image retrieval and classification. In: ICCV (2007)","DOI":"10.1109\/ICCV.2007.4408839"},{"key":"29_CR3","unstructured":"Wang, G., Hoiem, D., Forsyth, D.: Learning image similarity from flickr using stochastic intersection kernel machines. In: Intl. Conf. Computer Vision (2009)"},{"key":"29_CR4","doi-asserted-by":"crossref","unstructured":"Malisiewicz, T., Efros, A.A.: Recognition by association via learning per-exemplar distances. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587462"},{"key":"29_CR5","doi-asserted-by":"crossref","unstructured":"Liu, C., Yuen, J., Torralba, A.: Nonparametric scene parsing: Label transfer via dense scene alignment. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206536"},{"key":"29_CR6","doi-asserted-by":"publisher","first-page":"794","DOI":"10.1109\/TPAMI.2010.127","volume":"33","author":"D. Ramanan","year":"2011","unstructured":"Ramanan, D., Baker, S.: Local distance functions: A taxonomy, new algorithms, and an evaluation. IEEE Trans. Pattern Anal. Mach. Intell.\u00a033, 794\u2013806 (2011)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"29_CR7","doi-asserted-by":"publisher","first-page":"1279","DOI":"10.1126\/science.1192788","volume":"331","author":"J.B. Tenenbaum","year":"2011","unstructured":"Tenenbaum, J.B., Kemp, C., Griffiths, T.L., Goodman, N.D.: How to Grow a Mind: Statistics, Structure, and Abstraction. Science\u00a0331, 1279\u20131285 (2011)","journal-title":"Science"},{"key":"29_CR8","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J.B. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., Silva, V., Langford, J.C.: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science\u00a0290, 2319\u20132323 (2000)","journal-title":"Science"},{"key":"29_CR9","unstructured":"Belkin, M., Niyogi, P., Sindhwani, V.: Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. JMLR (2006)"},{"key":"29_CR10","doi-asserted-by":"crossref","unstructured":"Rosch, E.: Cognitive representations of semantic categories. J. of Experimental Psychology: General (1975)","DOI":"10.1037\/\/0096-3445.104.3.192"},{"key":"29_CR11","doi-asserted-by":"crossref","unstructured":"Deselaers, T., Ferrari, V.: Visual and semantic similarity in ImageNet. In: CVPR, pp. 1777\u20131784 (2011)","DOI":"10.1109\/CVPR.2011.5995474"},{"key":"29_CR12","doi-asserted-by":"crossref","unstructured":"Torralba, A., Fergus, R., Freeman, W.T.: 80 million tiny images: A large data set for nonparametric object and scene recognition. IEEE Trans. PAMI (2008)","DOI":"10.1109\/TPAMI.2008.128"},{"key":"29_CR13","doi-asserted-by":"crossref","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Li, F.F.: Imagenet: A large-scale hierarchical image database. In: CVPR, pp. 248\u2013255 (2009)","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"29_CR14","unstructured":"Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R.: Neighbourhood components analysis. In: NIPS (2004)"},{"key":"29_CR15","doi-asserted-by":"crossref","unstructured":"Torresani, L., Lee, K.C.: Large margin component analysis. In: NIPS (2006)","DOI":"10.7551\/mitpress\/7503.003.0178"},{"key":"29_CR16","first-page":"207","volume":"10","author":"K.Q. Weinberger","year":"2009","unstructured":"Weinberger, K.Q., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. Journal of Machine Learning Research\u00a010, 207\u2013244 (2009)","journal-title":"Journal of Machine Learning Research"},{"key":"29_CR17","doi-asserted-by":"crossref","unstructured":"Babenko, B., Branson, S., Belongie, S.: Similarity metrics for categorization: From monolithic to category specific. In: ICCV, pp. 293\u2013300 (2009)","DOI":"10.1109\/ICCV.2009.5459264"},{"key":"29_CR18","doi-asserted-by":"crossref","unstructured":"Hastie, T., Tibshirani, R.: Discriminant adaptive nearest neighbor classification. IEEE Trans. PAMI (1996)","DOI":"10.1109\/34.506411"},{"key":"29_CR19","doi-asserted-by":"publisher","first-page":"1281","DOI":"10.1109\/TPAMI.2002.1033219","volume":"24","author":"C. Domeniconi","year":"2002","unstructured":"Domeniconi, C., Peng, J., Gunopulos, D.: Locally adaptive metric nearest-neighbor classification. IEEE Trans. Pattern Anal. Mach. Intell.\u00a024, 1281\u20131285 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"29_CR20","doi-asserted-by":"crossref","unstructured":"Oliva, A., Torralba, A.: Building the gist of a scene: The role of global image features in recognition. Visual Perception, Progress in Brain Research\u00a0155 (2006)","DOI":"10.1016\/S0079-6123(06)55002-2"},{"key":"29_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"776","DOI":"10.1007\/978-3-642-15549-9_56","volume-title":"Computer Vision \u2013 ECCV 2010","author":"L. Torresani","year":"2010","unstructured":"Torresani, L., Szummer, M., Fitzgibbon, A.: Efficient Object Category Recognition Using Classemes. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part I. LNCS, vol.\u00a06311, pp. 776\u2013789. Springer, Heidelberg (2010)"},{"key":"29_CR22","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1093\/ijl\/3.4.235","volume":"3","author":"G.A. Miller","year":"1990","unstructured":"Miller, G.A., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.: WordNet: An on-line lexical database. International Journal of Lexicography\u00a03, 235\u2013244 (1990)","journal-title":"International Journal of Lexicography"},{"key":"29_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1007\/978-3-642-15552-9_39","volume-title":"Computer Vision \u2013 ECCV 2010","author":"Y. Lim","year":"2010","unstructured":"Lim, Y., Jung, K., Kohli, P.: Energy Minimization under Constraints on Label Counts. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part II. LNCS, vol.\u00a06312, pp. 535\u2013551. Springer, Heidelberg (2010)"},{"key":"29_CR24","unstructured":"http:\/\/www.gurobi.com\/"},{"key":"29_CR25","doi-asserted-by":"crossref","unstructured":"Craswell, N., Szummer, M.: Random walks on the click graph. In: SIGIR (2007)","DOI":"10.1145\/1277741.1277784"},{"key":"29_CR26","unstructured":"Szummer, M., Jaakkola, T.: Partially labeled classification with markov random walks. In: NIPS (2001)"},{"key":"29_CR27","doi-asserted-by":"crossref","unstructured":"Rastegari, M., Fang, C., Torresani, L.: Scalable object-class retrieval with approximate and top-k ranking. In: ICCV, pp. 2659\u20132666 (2011)","DOI":"10.1109\/ICCV.2011.6126556"},{"key":"29_CR28","unstructured":"Griffin, G., Holub, A., Perona, P.: Caltech-256 object category dataset. Technical Report 7694, Caltech (2007)"},{"key":"29_CR29","unstructured":"Berg, A., Deng, J., Fei-Fei, L.: Large scale visual recognition challenge (2010), http:\/\/www.image-net.org\/challenges\/LSVRC\/2010\/"},{"key":"29_CR30","unstructured":"http:\/\/vlg.cs.dartmouth.edu\/semanticembedding"},{"key":"29_CR31","unstructured":"Jiang, J.J., Conrath, D.W.: Semantic similarity based on corpus statistics and lexical taxonomy. CoRR (1997)"},{"key":"29_CR32","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Springer (2006)"},{"key":"29_CR33","doi-asserted-by":"crossref","unstructured":"Duchenne, O., Joulin, A., Ponce, J.: A graph-matching kernel for object categorization. In: ICCV, pp. 1792\u20131799 (2011)","DOI":"10.1109\/ICCV.2011.6126445"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2012"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33765-9_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,29]],"date-time":"2024-04-29T20:33:03Z","timestamp":1714422783000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33765-9_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642337642","9783642337659"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33765-9_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}