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Genetic fuzzy stereo matching with new encoding scheme
Acte de colloque   Open Access

Genetic fuzzy stereo matching with new encoding scheme

Haythem Ghazouani
5th International Conference on Metaheuristics and Nature Inspired Computing, pp.22-23
META: Metaheuristics and Nature Inspired Computing (Marrakech, Morocco, 27/10/2014–31/10/2014)
12/06/2014

Résumé

This paper presents a genetic stereo matching algorithm with fuzzy evaluation function. The proposed algorithm presents a new encoding scheme in which a chromosome is represented by a disparity matrix. Evolution is controlled by a fuzzy tness function able to deal with noise and uncertain camera measurements, and uses classical evolutionary operators. The result of the algorithm is accurate dense disparity maps obtained in a reasonable computational time suitable for realt-time applications.

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