Some steps towards a unified motion estimation procedure

This paper shows how prior knowledge on the video signal (e.g. spatial autocovariance, distribution of expected motion speed, noise spectrum, ...) can be integrated into a motion estimation procedure. Relations between different classes of motion algorithms (differential, tensor-based, block matching, ...) are discussed and perspectives for a unification and enhancement of such procedures are presented.