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- W2347741822 abstract "A novel algorithm is presented for image segmentation based on improved particle swarm optimization(PSO) and fuzzy C-means clustering algorithm.The new algorithm optimizes fuzzy C-means(FCM) objective function through using the improved PSO.The proposed algorithm introduces validity index of cluster and searches for an appropriate number of segmentation species and clustering center to determine the optimal clustering number of image segmentation automatically.The optimal clustering center can be decided to realize image segmentation according to the optimal clustering number.The experimental results indicate that the proposed algorithm automatically determines the optimal clustering number of image segmentation,meanwhile this method facilitates fast and correct image segmentation." @default.
- W2347741822 created "2016-06-24" @default.
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- W2347741822 date "2011-01-01" @default.
- W2347741822 modified "2023-09-23" @default.
- W2347741822 title "Image segmentation based on improved PSO and FCM" @default.
- W2347741822 hasPublicationYear "2011" @default.
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