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

Contact

• Author: Weisong Wen, PhD Candidate in Hong Kong Polytechnic University.
• Email: weisongwen@weisongwen
• Affiliation: Intelligent Positioning and Navigation Laboratory