{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T17:33:04Z","timestamp":1742923984907,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":30,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642357480"},{"type":"electronic","value":"9783642357497"}],"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\/978-3-642-35749-7_3","type":"book-chapter","created":{"date-parts":[[2012,11,29]],"date-time":"2012-11-29T23:03:40Z","timestamp":1354230220000},"page":"29-42","source":"Crossref","is-referenced-by-count":2,"title":["Sparse Representations and Distance Learning for Attribute Based Category Recognition"],"prefix":"10.1007","author":[{"given":"Grigorios","family":"Tsagkatakis","sequence":"first","affiliation":[]},{"given":"Andreas","family":"Savakis","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"3_CR1","doi-asserted-by":"crossref","unstructured":"Farhadi, A., Endres, I., Hoiem, D., Forsyth, D.: Describing objects by their attributes. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206772"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Lampert, C.H., Nickisch, H., Harmeling, S.: Learning to detect unseen object classes by between-class attribute transfer. In: CVPR (2009)","DOI":"10.1109\/CVPRW.2009.5206594"},{"issue":"2","key":"3_CR3","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J. Wright","year":"2009","unstructured":"Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y.: Robust Face Recognition via Sparse Representation. IEEE Trans. PAMI\u00a031(2), 210\u2013227 (2009)","journal-title":"IEEE Trans. PAMI"},{"key":"3_CR4","doi-asserted-by":"crossref","unstructured":"Huang, J., Huang, X., Metaxas, D.: Simultaneous Image Transformation and Sparse Representation Recovery. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587640"},{"key":"3_CR5","doi-asserted-by":"crossref","unstructured":"Li, T., Mei, T., Yan, S., Kweon, I.S., Lee, C.: Contextual decomposition of multi-label images. In: CVPR, pp. 2270\u20132277 (2009)","DOI":"10.1109\/CVPR.2009.5206706"},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Rohrbach, M., Stark, M., Szarvas, G., Schiele, B., Gurevych, I.: What Helps Where \u2013 And Why? Semantic Relatedness for Knowledge Transfer. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5540121"},{"key":"3_CR7","unstructured":"Ferrari, V., Zisserman, A.: Learning visual attributes. In: NIPS (2007)"},{"key":"3_CR8","doi-asserted-by":"crossref","unstructured":"Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: Attribute and Simile Classifiers for Face Verification. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459250"},{"key":"3_CR9","unstructured":"Wang, G., Forsyth, D.: Joint learning of visual attributes, object classes and visual saliency. In: ICCV (2009)"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Wang, J., Markert, K., Everingham, M.: Learning models for object recognition from natural language descriptions. In: BMVC (2009)","DOI":"10.5244\/C.23.2"},{"issue":"2","key":"3_CR11","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1109\/TIT.2005.862083","volume":"52","author":"E.J. Candes","year":"2006","unstructured":"Candes, E.J., Romberg, J., Tao, T.: Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Info. Theory\u00a052(2), 489\u2013509 (2006)","journal-title":"IEEE Trans. Info. Theory"},{"issue":"4","key":"3_CR12","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"D.L. Donoho","year":"2006","unstructured":"Donoho, D.L.: Compressed sensing. IEEE Trans. Info. Theory\u00a052(4), 1289\u20131306 (2006)","journal-title":"IEEE Trans. Info. Theory"},{"key":"3_CR13","unstructured":"Xing, E., Ng, A., Jordan, M., Russell, S.: Distance metric learning with application to clustering with side-information. In: Adv. NIPS (2003)"},{"key":"3_CR14","unstructured":"Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R.: Neighborhood component analysis. In: Adv. NIPS (2004)"},{"key":"3_CR15","unstructured":"Globerson, A., Roweis, S.: Metric learning by collapsing classes. In: Adv. NIPS (2006)"},{"key":"3_CR16","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":"3_CR17","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":"3_CR18","unstructured":"Calderbank, R., Jafarpour, S., Schapire, R.: Compressed learning: Universal sparse dimensionality reduction and learning in the measurement domain (2010) (preprint)"},{"issue":"3","key":"3_CR19","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/s00365-007-9003-x","volume":"28","author":"R. Baraniuk","year":"2008","unstructured":"Baraniuk, R., Davenport, M., DeVore, R., Wakin, M.A.: Simple Proof of the Restricted Isometry Property for random matrices. Constr. Approx.\u00a028(3), 253\u2013263 (2008)","journal-title":"Constr. Approx."},{"key":"3_CR20","doi-asserted-by":"crossref","unstructured":"Ta, D.N., Chen, W.C., Gelfand, N., Pulli, K.: SURFTrac: Efficient tracking and continuous object recognition using local feature descriptors. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206831"},{"key":"3_CR21","doi-asserted-by":"crossref","unstructured":"Wagner, D., Reitmayr, G., Mulloni, A., Drummond, T., Schmalstieg, D.: Pose tracking from natural features on mobile phones. In: ISMAR (2008)","DOI":"10.1109\/ISMAR.2008.4637338"},{"key":"3_CR22","unstructured":"Donoho, D.: Sparselab, \n                    \n                      http:\/\/sparselab.stanford.edu\/\n                    \n                    \n                   (retrieved March 2010)"},{"key":"3_CR23","doi-asserted-by":"crossref","unstructured":"Yang, A., Ganesh, A., Sastry, S., Ma, Y.: Fast L1-Minimization Algorithms and An Application in Robust Face Recognition: A Review. University of California at Berkeley Technical report UCB\/EECS-2010-13 (2010)","DOI":"10.1109\/ICIP.2010.5651522"},{"key":"3_CR24","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In: IEEE CVPR (2006)"},{"issue":"11","key":"3_CR25","doi-asserted-by":"publisher","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M. Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.M.: The K-SVD: An algorithm for designing of overcomplete dictionaries for sparse representations. IEEE Trans. SP\u00a054(11), 4311\u20134322 (2006)","journal-title":"IEEE Trans. SP"},{"key":"3_CR26","unstructured":"Mairal, J., Bach, F., Ponce, J., Sapiro, G., Zisserman, A.: Supervised dictionary learning. In: Adv. NIPS 21 (2009)"},{"key":"3_CR27","doi-asserted-by":"crossref","unstructured":"Wagner, D., Schmalstieg, D., Bischof, H.: Multiple target detection and tracking with guaranteed framerates on mobile phones. In: IEEE ISMAR (2009)","DOI":"10.1109\/ISMAR.2009.5336497"},{"issue":"2","key":"3_CR28","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/s11263-009-0275-4","volume":"88","author":"M. Everingham","year":"2010","unstructured":"Everingham, M., Van Gool, L., Williams, C.K.I., Winn, J., Zisserman, A.: The Pascal Visual Object Classes (VOC) Challenge. IJCV\u00a088(2), 303\u2013338 (2010)","journal-title":"IJCV"},{"key":"3_CR29","unstructured":"Jain, P., Kulis, B., Dhillon, I., Grauman, K.: Online Metric Learning and Fast Similarity Search. In: Adv. NIPS (2008)"},{"key":"3_CR30","doi-asserted-by":"crossref","unstructured":"Vaquero, D.A., Feris, R.S., Tran, D., Brown, L., Hampapur, A., Turk, M.: Attribute-Based People Search in Surveillance Environments. In: IEEE WACV (2009)","DOI":"10.1109\/WACV.2009.5403131"}],"container-title":["Lecture Notes in Computer Science","Trends and Topics in Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-35749-7_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T09:17:48Z","timestamp":1575278268000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-35749-7_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642357480","9783642357497"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35749-7_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}