Variable Variance Adaptive Mean-Shift and possibilistic fuzzy C-means based recursive framework for brain MR image segmentation

作者:

Highlights:

• Tissue classes of brain Magnetic Resonance images have been labeled.

• Bias field has been estimated.

• A recursive framework has been proposed.

• A Variable Variance Adaptive Mean-Shift algorithm has been proposed.

摘要

•Tissue classes of brain Magnetic Resonance images have been labeled.•Bias field has been estimated.•A recursive framework has been proposed.•A Variable Variance Adaptive Mean-Shift algorithm has been proposed.

论文关键词:Segmentation,Adaptive Mean-Shift filter,Fuzzy clustering,Possibilistic clustering,Bias estimation

论文评审过程:Received 24 July 2017, Revised 15 September 2017, Accepted 21 September 2017, Available online 27 September 2017, Version of Record 4 October 2017.

论文官网地址:https://doi.org/10.1016/j.eswa.2017.09.049