An Efficient Method of HOG Feature Extraction Using Selective Histogram Bin and PCA Feature Reduction
Histogram of Oriented Gradient (HOG) is a popular image feature for human detection. It presents high detection accuracy and therefore has been widely used in vision based surveillance