Homography matrix genetic consensus estimation algorithm
ICALIP 2010 - 2010 International Conference on Audio, Language and Image Processing, Proceedings（2010）
摘要
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. ©2010 IEEE.
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关键词
estimation,image stitching,pattern matching,camera calibration,computer vision,genetics,robustness,accuracy,homography matrix,genetic algorithms,ransac,genetic algorithm,algorithm design and analysis
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