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Image Segmentation based on
Gaussian Mixture Model
October 2020
This is the ECE443 Probabilistic Models for Inference and Estimation course project. Matlab code. Report.
The purpose is try to segment the figure below into N part based on the colors by GMM.
GMM key formulas are showing below.
Based on this method, we can clustering the pixels in this figure as what we can see below.
Then lets have a look of the results. If N=3 the segmentation result are.
If N=4, the segmentation result are.











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