Exemplifying the theory of evidence in remote sensing image classification

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Abstract:

This article introduces the mathematical theory of evidence in classifying remote sensing images. Its main intent is to introduce the less familiar concepts of belief functions in image classification. The belief function can be considered as a generalisation of the classical Bayes probability function that includes, however, a way to assess the strength of evidence. To illustrate the theory of evidence, seven examples are given.

Document Type: Research Article

DOI: http://dx.doi.org/10.1080/01431160118597

Affiliations: 1: Mineral Resources Engineering Department Technical University of Crete, GR-73 100, Chania, Crete, Greece 2: Department of Electronic and Computer Engineering, Technical University of Crete, GR-73 100, Chania, Crete, Greece

Publication date: April 20, 2001

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