Please help me. There are too many features in my dataset. I extract sift feature using vl_feat sift but there are 3688267 features, so gives the out of memory when it computes k-means.
Limit the "peak threshold" and the "edge threshold" parameters of the SIFT feature detector. They are explained in this page : http://www.vlfeat.org/overview/sift.html