The paper experimentally compares SIFT and ORB on GPS-annotated satellite image tiles by measuring inlier ratios after RANSAC homography estimation and analyzing how the number of keypoints affects matching quality.
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Mathematical Analysis of Image Matching Techniques
The paper experimentally compares SIFT and ORB on GPS-annotated satellite image tiles by measuring inlier ratios after RANSAC homography estimation and analyzing how the number of keypoints affects matching quality.