1. An image categorizing apparatus, comprising: an edge detection module, for performing an edge detection operation on a plurality of pixels of an image so as to generate edge information corresponding to the image; and a statistics module, for performing a detection window based statistics operation on the edge information so as to generate statistics information corresponding to the image.