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Object categorization with SVM: kernels for local features
This video was recorded at Workshop on Pattern Recognition and Machine Learning in Computer Vision, Grenoble 2004. We will focus on object categorization. The basic idea is to combine the nice invariance propreties of local features with the robustness of SVM's and the ability to control generalization in this framework.
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