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Plot GMM in MATLAB based on Residuals

GMM parameters estimation using Expectation Maximization

  • file error_im_all.csv
    • the residuals from LiDAR super-resoluion for paper T-VT
  • file SR_residual.m
    • MATLAB file for plotting/fitting Gaussian Mixture model
    REAL_DATA = 1; // using simulated data or real data
histSize = 0.3; // bin size or histogram size
  • Be noted that the MATLAB requirement
'fitgmdist' requires Statistics and Machine Learning Toolbox.

Reference

  1. (slides))
  2. Google Code Styleguide
  3. C++ tutorials

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