# Color_Image_Segmentation
Color image segmentatiom using several state-of-the-art clustering algorithms, including Fuzzy c-means clustering (FCM), Fuzzy subspace clustering (FSC), Maximum entropy clustering (MEC) and Gaussian mixture model (GMM).
Matlab code.
****
FCM, FSC and MEC have introduced in [Fuzzy_Clustering_Algorithms](https://github.com/kailugaji/Fuzzy_Clustering_Algorithms).
GMM has introduced in [Gaussian_Mixture_Model_for_Clustering](https://github.com/kailugaji/Gaussian_Mixture_Model_for_Clustering).
In order to achieve better segmentation results, hyperparameters can be adjusted appropriately.
****
## An example for Color Image Sementation
The row image:
![](https://github.com/kailugaji/Color_Image_Segmentation/blob/master/Image%20data/1.jpg)
Run demo_color_segmentation.m
The segmentation results:
### FCM
![](https://github.com/kailugaji/Color_Image_Segmentation/blob/master/Clustering%20Results/Result_FCM.jpg)
### FSC
![](https://github.com/kailugaji/Color_Image_Segmentation/blob/master/Clustering%20Results/Result_FSC.jpg)
### MEC
![](https://github.com/kailugaji/Color_Image_Segmentation/blob/master/Clustering%20Results/Result_MEC.jpg)
### GMM
![](https://github.com/kailugaji/Color_Image_Segmentation/blob/master/Clustering%20Results/Result_GMM.jpg)
## Author of Code
Rongrong Wang (kailugaji)
[My blog](https://www.cnblogs.com/kailugaji/)
2020/7/5
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模糊聚类分割原始代码FCM,可直接运行
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共28个文件
m:16个
jpg:6个
mat:2个
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2024-07-02
10:09:46
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模糊聚类分割原始代码FCM,可直接运行
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