Operations with Fuzzy Numbers Explain Heuristic Methods in Image Processing

Authors

Olga Kosheleva, The University of Texas at El PasoFollow
Vladik Kreinovich, The University of Texas at El PasoFollow
Bernadette Bouchon-Meuiner
Radko Mesiar

Publication Date

3-1998

Comments

Technical Report: UTEP-CS-97-27a

Published in the Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'98), Paris, France, July 6-10, 1998, pp. 265-272.

Abstract

Maximum entropy method and its heuristic generalizations are very useful in image processing. In this paper, we show that the use of fuzzy numbers enables us to naturally explain these heuristic methods.