Algorithm for Images Matching Based on Epipolar and Homography Constraints
Wei Sui · Jisuanji fangzhen · 2006
An algorithm for images matching was proposed,which used both epipolar and homography constraints.First,the cross-correlation matching was used to get the initial matching,then the fundamental matrix and the homography matrix ware estimated robustly with RANSAC algorithm,at the same time,most of wrong points ware picked and deleted.At last,using optimized fundamental matrix and homography matrix,more precise matching points could be obtained through the guide matching.Lots of experiments show that this algorithm can bring more matching points also with high precision.