Contour-based object detection

Hough transform for object detection Extract edge contours from images Sample interest points uniformly along edges Compute oriented bar and geometric blur at interest points and concatenate Match to nearest neighbor in training data to get object shift vector Cast votes for object position and scale Estimate discrete density and extract strong hypothese