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- W2367680522 abstract "In this paper,a fuzzy Markov Random Field(MRF) model is developed based on the conventional MRF model.By analyzing the fuzzy MRF model,the formula of determining the membership values for each voxel to indicate the partial volume degree is derived.We also propose an efficient and unsupervised algorithm to realize the accurate segmentation for MR brain images.The simulated brain images and real clinical images are selected to test the proposed algorithm.The experimental results show that the proposed algorithm can segment the brain images more accurately than the conventional model-based algorithms and the fuzzy C-mean do as well." @default.
- W2367680522 created "2016-06-24" @default.
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- W2367680522 date "2007-01-01" @default.
- W2367680522 modified "2023-09-22" @default.
- W2367680522 title "Novel algorithm for segmentation of brain MR images using fuzzy Markov random field" @default.
- W2367680522 hasPublicationYear "2007" @default.
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