Generalization of the problem of correspondence in long-range motion and the proposal for a solution
Norman A. Stratton, Lucia Maria Vaina · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1991
One of the fundamental problems in vision is the problem of finding the correspondence between two images. This paper addressed this problem in terms of a computational model consistent with existing models of human vision and human visual psychophysics. At the heart of the model is a multi-dimensional internal representation of the input image. We propose that correspondence may be computed by minimizing the total, non- euclidean distance between corresponding elements. A backpropagation programmed neural network is used to investigate the nature of the internal representation.