{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T20:12:18Z","timestamp":1751487138049,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642155482"},{"type":"electronic","value":"9783642155499"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"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":[[2010]]},"DOI":"10.1007\/978-3-642-15549-9_51","type":"book-chapter","created":{"date-parts":[[2010,9,5]],"date-time":"2010-09-05T11:38:07Z","timestamp":1283686687000},"page":"706-719","source":"Crossref","is-referenced-by-count":27,"title":["Image-to-Class Distance Metric Learning for Image Classification"],"prefix":"10.1007","author":[{"given":"Zhengxiang","family":"Wang","sequence":"first","affiliation":[]},{"given":"Yiqun","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Liang-Tien","family":"Chia","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"51_CR1","doi-asserted-by":"crossref","unstructured":"Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587598"},{"key":"51_CR2","doi-asserted-by":"crossref","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Scene classification using a hybrid generative\/discriminative approach. TPAMI (2008)","DOI":"10.1109\/TPAMI.2007.70716"},{"key":"51_CR3","unstructured":"Fei-Fei, L., Fergus, R., Perona, P.: Learning generative visual models from few training examples: an incremental bayesian approach tested on 101 object categories. CVPR Workshop on Generative-Model Based Vision (2004)"},{"key":"51_CR4","unstructured":"Fei-Fei, L., Perona, P.: A bayesian hierarchical model for learning natural scene categories. In: CVPR (2005)"},{"key":"51_CR5","doi-asserted-by":"crossref","unstructured":"Frome, A., Singer, Y., Malik, J.: Image retrieval and classification using local distance functions. In: NIPS (2006)","DOI":"10.7551\/mitpress\/7503.003.0057"},{"key":"51_CR6","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":"51_CR7","doi-asserted-by":"crossref","unstructured":"van Gemert, J.C., Geusebroek, J.M., Veenman, C.J.: Kernel codebooks for scene categorization. In: ECCV (2008)","DOI":"10.1007\/978-3-540-88690-7_52"},{"key":"51_CR8","doi-asserted-by":"crossref","unstructured":"Grauman, K., Darrell, T.: The pyramid match kernel: Discriminative classification with sets of image features. In: ICCV (2005)","DOI":"10.1109\/ICCV.2005.239"},{"key":"51_CR9","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In: CVPR (2006)"},{"key":"51_CR10","doi-asserted-by":"crossref","unstructured":"Li, J., Fei-Fei, L.: What, where and who? Classifying events by scene and object recognition. In: ICCV (2007)","DOI":"10.1109\/ICCV.2007.4408872"},{"key":"51_CR11","doi-asserted-by":"crossref","unstructured":"Liu, J., Shah, M.: Scene modeling using co-clustering. In: ICCV (2007)","DOI":"10.1109\/ICCV.2007.4408866"},{"key":"51_CR12","doi-asserted-by":"crossref","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV\u00a060(2) (2004)","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"51_CR13","unstructured":"Lu, Z., Ip, H.H.: Image categorization by learning with context and consistency. In: CVPR (2009)"},{"key":"51_CR14","unstructured":"Lu, Z., Ip, H.H.: Image categorization with spatial mismatch kernels. In: CVPR (2009)"},{"key":"51_CR15","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV\u00a042(3) (2001)"},{"key":"51_CR16","unstructured":"Wang, Z., Hu, Y., Chia, L.T.: Learning instance-to-class distance for human action recognition. In: ICIP (2009)"},{"key":"51_CR17","doi-asserted-by":"crossref","unstructured":"Rasiwasia, N., Vasconcelos, N.: Scene classification with low-dimensional semantic spaces and weak supervision. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587372"},{"key":"51_CR18","unstructured":"Weinberger, K.Q., Blitzer, J., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. In: NIPS (2005)"},{"key":"51_CR19","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":"51_CR20","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":"51_CR21","unstructured":"Wu, J., Rehg, J.M.: Where am I: Place instance and category recognition using spatial PACT. In: CVPR (2008)"},{"key":"51_CR22","unstructured":"Wu, J., Rehg, J.M.: Beyond the euclidean distance: Creating effective visual codebooks using the histogram intersection kernel. In: ICCV (2009)"},{"key":"51_CR23","unstructured":"Wu, J., Rehg, J.M.: CENTRIST: A visual descriptor for scene categorization. Technical Report GIT-GVU-09-05, GVU Center, Georgia Institute of Technology (2009)"},{"key":"51_CR24","unstructured":"Yang, J., Lu, K., Gong, Y., Huang, T.: Linear spatial pyramid matching using sparse coding for image classification. In: CVPR (2009)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2010"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15549-9_51","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,30]],"date-time":"2024-03-30T04:30:46Z","timestamp":1711773046000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15549-9_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642155482","9783642155499"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15549-9_51","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}