The Application Of Rate Distortion Theory To Image Registration

Firooz A. Sadjadi

doi:10.1117/12.935315

26 October 1983 The Application Of Rate Distortion Theory To Image Registration

Firooz A. Sadjadi

Proceedings Volume 0397, Applications of Digital Image Processing V; (1983) https://doi.org/10.1117/12.935315
Event: 1983 International Technical Conference/Europe, 1983, Geneva, Switzerland

Abstract

The theory of rate distortion is applied to the problem of image registration in this paper. The reference and sensed images are treated as the two ends of a communication channel with the correlation function of the two images assigned the role of the cost or distortion measure. Then it is shown that rate distortion theory can be used to derive the best possible registration. The significance of this approach is that it leads to the design of optimum matching systems and the evaluation of the performance of those systems that are suboptimum.

Citation Download Citation

Firooz A. Sadjadi "The Application Of Rate Distortion Theory To Image Registration", Proc. SPIE 0397, Applications of Digital Image Processing V, (26 October 1983); https://doi.org/10.1117/12.935315

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