JOURNAL ARTICLE

<title>Possibilistic image processing</title>

Mark J. Wierman

Year: 1992 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1607 Pages: 446-456   Publisher: SPIE

Abstract

There are many methods of processing a digitized image. Some are local, such as edge finding, and some are global, such as contrast enhancement. There are frequency domain methods (using the Fourier transform) and spatial domain methods that process the direct values. Among all these methods, the maximum entropy (ME) method claims to do the best job, though sometimes at a computationally high burden. Adaptive Kalman filters are claimed to be as good as ME and computationally more attractive. Outside the analytic world, neural networks and fuzzy set theory have been applied with remarkable results. This paper presents a new methodology based on possibility theory that is in some ways analogous to the ME method of probability theory.

Keywords:
Computer science Image processing Fuzzy set Fourier transform Entropy (arrow of time) Enhanced Data Rates for GSM Evolution Algorithm Kalman filter Fuzzy logic Image (mathematics) Artificial intelligence Contrast (vision) Set (abstract data type) Domain (mathematical analysis) Mathematics

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Topics

Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence

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