Playing with MSERs in trying to implement an algorithm for feature-based object tracking. The algorithm first finds MSERs, warps them to circles, describes them with a SIFT descriptor, and then indexes keyframes of sift vectors by using vocabulary trees. Of course that’s a ridiculously simplified explanation, but look at what it’s capable of!!!: