Interactive simulator of RANSAC applied to image registration: key points fro...

🧩 Simulator: RANSAC — Point Correspondence Registration ~30% spurious correspondences (false matches)

Threshold (px)

Inliers

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Outliers

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Iterations

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Distance threshold (acceptable reprojection error): 12 px

Keypoints

Unclassified

Inlier

Outlier

Description: Figure 8.7: Interactive simulator of RANSAC applied to image registration: key points from two images are matched by a descriptor, some correspondences are spurious ( outliers ), and RANSAC estimates the similarity transformation that aligns most of them.