Apr 01, 2006 Learning informative features for object detection. We apply a hierarchical classification using cascade histogram matching and support vector machine to object detection. Since the spatial histogram feature space is high dimensional as mentioned in Section 3, it is crucial to get a compact and informative feature subset for efficient