AFCF

版本 1.0.1 (5.2 MB) 作者: Tao Lei
We proposed an automatic fuzzy clustering framework (AFCF) for image segmentation which is published in Transactions on Fuzzy Systems, 2020.
323.0 次下载
更新时间 2020/4/27

查看许可证

The proposed framework has threefold contributions. Firstly, the idea of superpixel is used for the density peak (DP) algorithm, which efficiently reduces the size of the similarity matrix and thus improves the computational efficiency of the DP algorithm. Secondly, we employ a density balance algorithm to obtain arobust decision-graph that helps the DP algorithm achieve fully automatic clustering. Finally, a fuzzy c-means clustering based on prior entropy is used in the framework to improve image segmentation results.

引用格式

Tao Lei (2024). AFCF (https://www.mathworks.com/matlabcentral/fileexchange/75245-afcf), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2020a
兼容任何版本
平台兼容性
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
版本 已发布 发行说明
1.0.1

adding tags

1.0.0