Fuzzy-based motion estimation for video stabilization using SIFT interest points
Sebastiano Battiato, Giovanni Gallo, Giuseppe Puglisi, S. Scellato · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2009
In this paper we present a technique which infers interframe motion by tracking SIFT features through consecutive frames: feature points are detected and their stability is evaluated through a combination of geometric error measures and fuzzy logic modelling. Our algorithm does not depend on the point detector adopted prior to SIFT descriptor creation: therefore performance have been evaluated against a wide set of point detection algorithms, in order to investigate how to increase stabilization quality with an appropriate detector.