you can detect feature points in any image. OpenCV is needed.. it uses surf algorithm to do so

SURF角点检测 This paper describes a new approach to low level image processing in particular, edge and corner detection and structure preserving noise reduction. Non-linear filtering is used to define which parts of the image are closely related to