Activity recognition using sift or hog

Hi All,

I need to do activity recognition using SIFT or HOG or motion SIFT. I searched everywhere but I could not get an inkling about how to go about it or is this even possible? Can someone please point me in the right direction? I am pretty keen to use matlab only for this.

Thanks in advance Mehwish