Homography matrix genetic consensus estimation algorithm

Abstract

Homography matrix plays an important role in image stitching, camera calibration and other areas of computer vision. This paper presents a novel robust algorithm HM-GCE to estimate homography matrix with principles of genetic algorithm. Related experiments prove its superiority on the robustness, precision and time-consuming compared to the RANSAC algorithm.

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Cite this paper

@article{Yao2010HomographyMG, title={Homography matrix genetic consensus estimation algorithm}, author={Da Yao and Jun Gang Zhou and Zhi Xue}, journal={2010 International Conference on Audio, Language and Image Processing}, year={2010}, pages={1139-1143} }