Fuzzy clustering of Acute Lymphoblastic Leukemia images assisted by Eagle strategy and morphological reconstruction

作者：

Highlights：

• A novel Fuzzy Clustering approach is developed for image segmentation.

• Eagle Strategy coupled with SFS has been proposed.

• Morphological Reconstruction is utilized for membership filtering.

• The proposed method is compared against state-of-art segmentation methods.

• Numerical results indicate the superiority of the proposed model.

摘要

•A novel Fuzzy Clustering approach is developed for image segmentation.•Eagle Strategy coupled with SFS has been proposed.•Morphological Reconstruction is utilized for membership filtering.•The proposed method is compared against state-of-art segmentation methods.•Numerical results indicate the superiority of the proposed model.

论文关键词：Image segmentation,Fuzzy clustering,Eagle strategy,Pathology image,Swarm intelligence,Optimization

论文评审过程：Received 23 June 2021, Revised 17 December 2021, Accepted 17 December 2021, Available online 24 December 2021, Version of Record 10 January 2022.

论文官网地址：https://doi.org/10.1016/j.knosys.2021.108008