Residual-sparse fuzzy C-Means clustering incorporating morphological reconstruction and wavelet frames

• Main Authors: Wang, Cong, Pedrycz, Witold, Li, Zhiwu, Zhou, Mengchu, Zhao, Jun
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Fuzzy C-Means; Image Segmentation
• Online Access: https://hdl.handle.net/10356/162759
• Institution: Nanyang Technological University

In this article, we develop a residual-sparse Fuzzy C-Means (FCM) algorithm for image segmentation, which furthers FCM's robustness by realizing the favorable estimation of the residual (e.g., unknown noise) between an observed image and its ideal version (noise-free image). To achieve a sound...