Stereo matching method using modified genetic algorithm

Cun Xie; Jia-sheng Hu

doi:10.1117/12.411586

28 December 2000 Stereo matching method using modified genetic algorithm

Cun Xie, Jia-sheng Hu

Proceedings Volume 4115, Applications of Digital Image Processing XXIII; (2000) https://doi.org/10.1117/12.411586
Event: International Symposium on Optical Science and Technology, 2000, San Diego, CA, United States

Abstract

Stereo matching is the key problem of depth information measure using the disparity in stereo vision. In this paper, a new stereo matching algorithm, combining both the modified genetic algorithm and the classic feature matching technique, is presented. The chromosome construction and the fitness function for stereo matching are proposed. According to the corresponding constraint of stereo matching, genetic algorithm is applied to this problem. Finally, the experiment using the proposed method is given, and the experiment results show that the proposed algorithm is more applicable and stable.

Citation Download Citation

Cun Xie and Jia-sheng Hu "Stereo matching method using modified genetic algorithm", Proc. SPIE 4115, Applications of Digital Image Processing XXIII, (28 December 2000); https://doi.org/10.1117/12.411586

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