{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T14:40:10Z","timestamp":1744209610608,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642337086"},{"type":"electronic","value":"9783642337093"}],"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\/978-3-642-33709-3_5","type":"book-chapter","created":{"date-parts":[[2012,9,26]],"date-time":"2012-09-26T08:05:20Z","timestamp":1348646720000},"page":"59-72","source":"Crossref","is-referenced-by-count":2,"title":["V1-Inspired Features Induce a Weighted Margin in SVMs"],"prefix":"10.1007","author":[{"given":"Hilton","family":"Bristow","sequence":"first","affiliation":[]},{"given":"Simon","family":"Lucey","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"7","key":"5_CR1","doi-asserted-by":"publisher","first-page":"1335","DOI":"10.1109\/TPAMI.2010.75","volume":"32","author":"A.B. Ashraf","year":"2010","unstructured":"Ashraf, A.B., Lucey, S., Chen, T.: Reinterpreting the application of Gabor filters as a manipulation of the margin in linear support vector machines. Pattern Analysis and Machine Learning\u00a032(7), 1335\u20131341 (2010)","journal-title":"Pattern Analysis and Machine Learning"},{"key":"5_CR2","unstructured":"Bergstra, J., Desjardins, G., Lamblin, P., Bengio, Y.: Quadratic polynomials learn better image features. Technical report, Universite de Montreal (2009)"},{"key":"5_CR3","unstructured":"Bo, L., Ren, X., Fox, D.: Kernel Descriptors for Visual Recognition. In: Advances in Neural Information Processing Systems, pp. 1\u20139 (2010)"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: Computer Vision and Pattern Recognition, pp. 886\u2013893 (2005)","DOI":"10.1109\/CVPR.2005.177"},{"key":"5_CR5","first-page":"1871","volume":"9","author":"R. Fan","year":"2008","unstructured":"Fan, R., Chang, K., Hsieh, C., Wang, X., Lin, C.: LIBLINEAR: A library for large linear classification. The Journal of Machine Learning Research\u00a09, 1871\u20131874 (2008)","journal-title":"The Journal of Machine Learning Research"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Fodor, I.: A survey of dimension reduction techniques. Technical report, Lawrence Livermore National Laboratory (2002)","DOI":"10.2172\/15002155"},{"issue":"1","key":"5_CR7","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1113\/jphysiol.1962.sp006837","volume":"160","author":"D. Hubel","year":"1962","unstructured":"Hubel, D., Wiesel, T.: Receptive fields, binocular interaction and functional architecture in the cat\u2019s visual cortex. The Journal of Physiology\u00a0160(1), 106 (1962)","journal-title":"The Journal of Physiology"},{"key":"5_CR8","doi-asserted-by":"crossref","unstructured":"Jarrett, K., Kavukcuoglu, K., Ranzato, M.A., LeCun, Y.: What is the best multi-stage architecture for object recognition? In: International Conference on Computer Vision, pp. 2146\u20132153 (September 2009)","DOI":"10.1109\/ICCV.2009.5459469"},{"issue":"3","key":"5_CR9","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1109\/12.210173","volume":"42","author":"M. Lades","year":"1993","unstructured":"Lades, M., Vorbruggen, J., Buhmann, J., Lange, J., von der Malsburg, C., Wurtz, R., Konen, W.: Distortion invariant object recognition in the dynamic link architecture. IEEE Transactions on Computers\u00a042(3), 300\u2013311 (1993)","journal-title":"IEEE Transactions on Computers"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Lee, H., Battle, A., Raina, R., Ng, A.: Efficient sparse coding algorithms. In: Advances in Neural Information Processing Systems, vol.\u00a019, p. 801 (2007)","DOI":"10.7551\/mitpress\/7503.003.0105"},{"issue":"4","key":"5_CR11","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1109\/TIP.2002.999679","volume":"11","author":"C. Liu","year":"2002","unstructured":"Liu, C., Wechsler, H.: Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition. IEEE Transactions on Image Processing\u00a011(4), 467\u2013476 (2002)","journal-title":"IEEE Transactions on Image Processing"},{"key":"5_CR12","doi-asserted-by":"crossref","unstructured":"Lowe, D.: Object recognition from local scale-invariant features. In: International Conference on Computer Vision, vol.\u00a02, pp. 1150\u20131157 (1999)","DOI":"10.1109\/ICCV.1999.790410"},{"key":"5_CR13","doi-asserted-by":"crossref","unstructured":"Lucey, P., Lucey, S., Cohn, J.: Registration invariant representations for expression detection. In: International Conference on Digital Image Computing: Techniques and Applications,\u00a0vol. (i), pp. 255\u2013261 (2010)","DOI":"10.1109\/DICTA.2010.53"},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Pinto, N., Cox, D.D., DiCarlo, J.J.: Why is real-world visual object recognition hard? PLoS computational biology\u00a04(1), e27 (2008)","DOI":"10.1371\/journal.pcbi.0040027"},{"key":"5_CR15","unstructured":"Saxe, A., Koh, P., Chen, Z., Bhand, M., Suresh, B., Ng, A.: On random weights and unsupervised feature learning. In: Advances in Neural Information Processing Systems, pp. 1\u20139 (2010)"},{"key":"5_CR16","unstructured":"Shivaswamy, P., Jebara, T.: Relative margin machines. In: Advances in Neural Information Processing Systems, vol.\u00a021, pp. 1\u20138 (2008)"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Vedaldi, A., Zisserman, A.: Efficient additive kernels via explicit feature maps. Computer Vision and Pattern Recognition, vol. (iii), pp. 3539\u20133546 (2010)","DOI":"10.1109\/CVPR.2010.5539949"},{"key":"5_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1007\/978-3-642-15567-3_33","volume-title":"Computer Vision \u2013 ECCV 2010","author":"M. Yang","year":"2010","unstructured":"Yang, M., Zhang, L.: Gabor Feature Based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol.\u00a06316, pp. 448\u2013461. Springer, Heidelberg (2010)"}],"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\/978-3-642-33709-3_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T14:00:47Z","timestamp":1744207247000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33709-3_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642337086","9783642337093"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33709-3_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}