An adaptive spatial information-theoretic fuzzy clustering algorithm for image segmentation

• Main Authors: Wang, Zhimin, Song, Qing, Soh, Yeng Chai, Sim, Kang
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/99253; http://hdl.handle.net/10220/17364
• Institution: Nanyang Technological University

This paper presents an adaptive spatial information-theoretic fuzzy clustering algorithm to improve the robustness of the conventional fuzzy c-means (FCM) clustering algorithms for image segmentation. This is achieved through the incorporation of information-theoretic framework into the FCM-type alg...