CSFCM: An improved fuzzy C-Means image segmentation algorithm using a cooperative approach

作者:

Highlights:

• Determination of the number of clusters in image segmentation.

• Initialization of the clusters center (using a cooperative approach).

• Ensuring good segmentation.

摘要

•Determination of the number of clusters in image segmentation.•Initialization of the clusters center (using a cooperative approach).•Ensuring good segmentation.

论文关键词:Classification,Segmentation,Fuzzy c-means,Genetic algorithm,Biogeography based algorithm,Firefly algorithm

论文评审过程:Received 2 May 2020, Revised 24 September 2020, Accepted 25 September 2020, Available online 28 September 2020, Version of Record 7 October 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114063