Bernard H. Fleury

Bayesian Methods for Optical Flow Estimation Using a Variational Approximation, with Applications to Ultrasound

We develop a unified Bayesian framework for optical flow (OF) estimation that uses a variational lower bound to obtain a variational approximation of the posterior probability distribution. Our framework enables the incorporation of domain-specific knowledge as well as a quantification of the uncert…