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- W2372180667 abstract "A novel FCM segmentation algorithm is proposed based on bias field estimation with respect to the segmentation issue of defocused images with illumination patterns under bias field.Firstly the recursive algorithms are provided for bias field estimation,clustering centers and fuzzy clustering function based on intensity and average intensity of pixel neighborhood based on object function of image model with intensity in homogeneity.A dilation operator is then used on initial segmented image for further refinement.The problem of reduced segmentation accuracy with traditional FCM is well solved by the proposed approach.Experiment results show that the proposed method is effectiveness for illumination pattern based images under bias field and of higher accuracy rates than traditional FCM and thresholding." @default.
- W2372180667 created "2016-06-24" @default.
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- W2372180667 date "2006-01-01" @default.
- W2372180667 modified "2023-09-25" @default.
- W2372180667 title "A Modified Fuzzy C-Means Segmentation Algorithm for Illumination Pattern-based Images under Bias Field" @default.
- W2372180667 hasPublicationYear "2006" @default.
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