Improving HOG descriptor accuracy using non-linear multi-scale space in people detection

People detection is commonly the first automation step in many computer vision based applications such as 3D body pose estimation and reconstruction. The feature extraction algorithm of Histogram of Oriented Gradient (HOG) combined with supporting vector machine (SVM) has been successful in pedestrian detection and had since inspired a series of variational… CONTINUE READING