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A novel kernelized fuzzy C-means algorithm with application in medical image segmentation

โœ Scribed by Dao-Qiang Zhang; Song-Can Chen


Book ID
113469389
Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
722 KB
Volume
32
Category
Article
ISSN
0933-3657

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A novel kernelized fuzzy C-means algorit
โœ Dao-Qiang Zhang; Song-Can Chen ๐Ÿ“‚ Article ๐Ÿ“… 2004 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 722 KB

Image segmentation plays a crucial role in many medical imaging applications. In this paper, we present a novel algorithm for fuzzy segmentation of magnetic resonance imaging (MRI) data. The algorithm is realized by modifying the objective function in the conventional fuzzy C-means (FCM) algorithm u