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- W2149673924 abstract "In this paper, we propose a new hybrid approach for image segmentation. The proposed approach exploits spatial fuzzy <i>c</i>-means for clustering image pixels into homogeneous regions. In order to improve the performance of fuzzy <i>c</i>-means to cope with segmentation problems, we employ gravitational search algorithm which is inspired by Newton's rule of gravity. Gravitational search algorithm is incorporated into fuzzy <i>c</i>-means to take advantage of its ability to find optimum cluster centers which minimizes the fitness function of fuzzy <i>c</i>-means. Experimental results show effectiveness of the proposed method in segmentation different types of images as compared to classical fuzzy c-means." @default.
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- W2149673924 date "2012-05-01" @default.
- W2149673924 modified "2023-09-25" @default.
- W2149673924 title "Hybrid image segmentation using fuzzy c-means and gravitational search algorithm" @default.
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- W2149673924 doi "https://doi.org/10.1117/12.956460" @default.
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