{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:46:34Z","timestamp":1725565594453},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642157011"},{"type":"electronic","value":"9783642157028"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15702-8_12","type":"book-chapter","created":{"date-parts":[[2010,9,13]],"date-time":"2010-09-13T06:43:15Z","timestamp":1284360195000},"page":"124-135","source":"Crossref","is-referenced-by-count":0,"title":["Learning Contextual Metrics for Automatic Image Annotation"],"prefix":"10.1007","author":[{"given":"Zuotao","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangdong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Xiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan-Tao","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"12_CR1","unstructured":"Bar-Hillel, A., Hertz, T., Shental, N., Weinshall, D.: Learning distance functions using equivalence relations. In: ICML (2003)"},{"key":"12_CR2","unstructured":"Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R.: Neighbourhood components analysis. In: NIPS (2004)"},{"key":"12_CR3","unstructured":"Weinberger, K.Q., Blitzer, J., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. In: NIPS (2005)"},{"key":"12_CR4","doi-asserted-by":"crossref","unstructured":"Hoi, S.C., Liu, W., Lyu, M.R., Ma, W.Y.: Learning distance metrics with contextual constraints for image retrieval. In: CVPR (2006)","DOI":"10.1109\/CVPR.2006.167"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Davis, J.V., Kulis, B., Jain, P., Sra, S., Dhillon, I.S.: Information-theoretic metric learning. In: ICML (2007)","DOI":"10.1145\/1273496.1273523"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Wu, L., Hoi, S.C., Jin, R., Zhu, J., Yu, N.: Distance metric learning from uncertain side information with application to automated photo tagging. In: ACM MM (2009)","DOI":"10.1145\/1631272.1631293"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Qi, G.J., Hua, X.S., Zhang, H.J.: Learning semantic distance from community-tagged media collection. In: ACM MM (2009)","DOI":"10.1145\/1631272.1631307"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Weinberger, K.Q., Saul, L.K.: Fast solvers and efficient implementations for distance metric learning. In: ICML (2008)","DOI":"10.1145\/1390156.1390302"},{"key":"12_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/3-540-47979-1_7","volume-title":"Computer Vision - ECCV 2002","author":"P. Duygulu","year":"2002","unstructured":"Duygulu, P., Barnard, K., de Freitas, J., Forsyth, D.: Object recognition as machine translation: learning a lexicon for a fixed image vocabulary. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol.\u00a02353, pp. 97\u2013112. Springer, Heidelberg (2002)"},{"key":"12_CR10","doi-asserted-by":"crossref","unstructured":"Xiang, Y., Zhou, X., Chua, T.S., Ngo, C.W.: A revisit of generative model for automatic image annotation using markov random fields. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206518"},{"key":"12_CR11","doi-asserted-by":"crossref","unstructured":"Babenko, B., Branson, S., Belongie, S.: Similarity metrics for categorization: from monolithic to category specific. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459264"},{"key":"12_CR12","doi-asserted-by":"crossref","unstructured":"Zhan, D.C., Li, M., Li, Y.F., Zhou, Z.H.: Learning instance specific distance using metric propagation. In: ICML (2009)","DOI":"10.1145\/1553374.1553530"},{"key":"12_CR13","doi-asserted-by":"crossref","unstructured":"Xiang, Y., Zhou, X., Liu, Z., Chua, T.S., Ngo, C.W.: Semantic context modeling with maximal margin conditional random fields for automatic image annotation. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5540015"},{"key":"12_CR14","unstructured":"Zhou, N., Cheung, W., Xue, X.Y., Qiu, G.: Collaborative and content-based image labeling. In: ICPR (2008)"},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Guillaumin, M., Mensink, T., Verbeek, J., Schmid, C.: Tagprop: discriminative metric learning in nearest neighbor models for image auto-annotation. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459266"},{"key":"12_CR16","unstructured":"Daivs, J.V., Dhillon, I.: Differential entorpic clustering of multivariate gaussians. In: NIPS (2006)"},{"key":"12_CR17","volume-title":"Convex optimization","author":"S. Boyd","year":"2003","unstructured":"Boyd, S., Vandenberghe, L.: Convex optimization. Cambridge University Press, Cambridge (2003)"},{"key":"12_CR18","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 patial envelop. IJCV\u00a042, 145\u2013175 (2001)","journal-title":"IJCV"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Jiang, Y., Ngo, C., Yang, J.: Towards optimal bag-of-features for object categorization and semantic video retrieval. In: CIVR (2007)","DOI":"10.1145\/1282280.1282352"},{"key":"12_CR20","volume-title":"Introduction to statistical pattern recognition","author":"K. Fukunaga","year":"1990","unstructured":"Fukunaga, K.: Introduction to statistical pattern recognition. Elsevier, Amsterdam (1990)"}],"container-title":["Lecture Notes in Computer Science","Advances in Multimedia Information Processing - PCM 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15702-8_12.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T03:12:04Z","timestamp":1606187524000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15702-8_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642157011","9783642157028"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15702-8_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}