Linear spatial pyramid matching using sparse coding for image classification

Published: Jun 1, 2009
Abstract
Recently SVMs using spatial pyramid matching (SPM) kernel have been highly successful in image classification. Despite its popularity, these nonlinear SVMs have a complexity O(n 2 ∼ n 3 ) in training and O(n) in testing, where n is the training...
Paper Details
Title
Linear spatial pyramid matching using sparse coding for image classification
Published Date
Jun 1, 2009
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