Review of correlation filters and their application for scene matching

Abstract

Recent advances in both processor technology as well as algorithms have brought the application of correlation filters closer to reality. In addition to object recognition, correlation filters can be used for scene matching applications. In particular, a form of the filters known as unconstrained correlation filters is shown to be optimal from a detection standpoint. Typical applications may include robot vision, autonomous land vehicle, and registering terrain images.