A Study on the Geometric Verification Based on Epipolar Geometry

Abstract

In this paper, we propose a new geometric verification method with an epipolar constraint. The proposed method reduces the number of inliers for incorrect image pairs by filtering geometrically inconsistent local feature correspondences and detecting invalid camera poses from estimated epipolar geometry during RANSAC iterations.