An improved Kernel-based Fuzzy C-means Algorithm with spatial information for brain MR image segmentation

  • Rong Xu, Jun Ohya
  • Published 2010 in
    2010 25th International Conference of Image and…

Abstract

In this paper, we propose an improved Kernel-based Fuzzy C-means Algorithm (iKFCM) with spatial information to reduce the effect of noise for brain MR image segmentation. We use k-nearest neighbour model and a neighbourhood controlling factor by estimating image contextual constraints to optimize the objective function of conventional KFCM method… (More)

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