开源计算机视觉目标识别代码，里面的内容非常详细，而且注释很清晰-a very famous open source computer vision code for object recognition

Scale Invariant Feature Transform (SIFT) has shown to be very powerful for general object detection/recognition. And recently, it has been applied in face recognition. This is the matlab code.