Rapid and brief communication: Multisets mixture learning-based ellipse detection

Authors:
Zhi-Yong Liu;Hong Qiao;Lei Xu
Affiliations:
Key Lab of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences, Beijing, China and Department of Computer Science and Engineering, The Chinese University ...;Key Lab of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences, Beijing, China;Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China
Venue:
Pattern Recognition
Year:
2006

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Abstract

We develop an ellipse detection algorithm based on the multisets mixture learning (MML) that differs from the conventional Hough transform perspective. The algorithm developed has potential advantages in terms of noise resistance, incomplete ellipse detection, and detecting a multitude of ellipses.