Generalization of the problem of correspondence in long-range motion and the proposal for a solution

Norman A. Stratton; Lucia M. Vaina

doi:10.1117/12.45464

1 March 1991 Generalization of the problem of correspondence in long-range motion and the proposal for a solution

Norman A. Stratton, Lucia M. Vaina

Proceedings Volume 1468, Applications of Artificial Intelligence IX; (1991) https://doi.org/10.1117/12.45464
Event: Orlando '91, 1991, Orlando, FL, United States

Abstract

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.

Citation Download Citation

Norman A. Stratton and Lucia M. Vaina "Generalization of the problem of correspondence in long-range motion and the proposal for a solution", Proc. SPIE 1468, Applications of Artificial Intelligence IX, (1 March 1991); https://doi.org/10.1117/12.45464

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