VLFeat is a MATLAB-compatible implementation common computer vision algorithms

http://www.vlfeat.org/

VLFeat is a MATLAB-compatible implementation common computer vision algorithms such as SIFT, MSER, k-means, hierarchical k-means, and agglomerative information bottleneck.