For a task of object recognition/detection, i'm looking for a way to employ depth maps i got from a kinect style camera to increase accuracy of an eventual classfier. I was wondering if computing standard features (for example, SIFT, SURF, FAST or HOG) on depth maps could be useful in this context.
Thank you.