Comparative Study: Outlier Elimination through Fundamental and Homography Matrices

• Published in: Journal of Multimedia Information System Vol. 11; no. 2; pp. 119 - 124
• Main Authors: Tumurbaatar, Tserennadmid, Sengee, Nyamlkhagva, Ochirbat, Otgonnaran, Terbish, Dultuya
• Format: Journal Article
• Language: English
• Published: 한국멀티미디어학회 30.06.2024
• Subjects: 컴퓨터학

This paper presents a comparative study between two robust estimation approaches: homography matrix-based RANSAC and fundamental matrix-based RANSAC, for outlier elimination in various computer vision applications. The study focuses on the critical task of reliably esti-mating correspondences across...