Generalized RBF feature maps for efficient detection

Kernel methods yield state-of-the-art performance in certain applications such as image classification and object detection. However, large scale problems require machine learning techniques of at most linear complexity and these are usually limited to linear kernels. This unfortunately rules out go...

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Bibliographic Details
Main Authors: Vempati, S, Vedaldi, A, Zisserman, A, Jawahar, CV
Format: Conference item
Language:English
Published: British Machine Vision Association and Society for Pattern Recognition 2010