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.
GMM has introduced in Gaussian_Mixture_Model_for_Clustering.
In order to achieve better segmentation results, hyperparameters can be adjusted appropriately.
The row image:
Run demo_color_segmentation.m
The segmentation results:
Rongrong Wang (kailugaji)
My blog
2020/7/5