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

• Main Authors: Wang, Cong, Pedrycz, Witold, Li, Zhiwu, Zhou, Mengchu, Zhao, Jun
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering; Fuzzy C-Means; Image Segmentation
• 在線閱讀: https://hdl.handle.net/10356/162759
• 機構: 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...