Explore MATLAB source code curated for "混合高斯" with clean implementations, documentation, and examples.
This Gaussian mixture model-based motion target detection program includes the corresponding research paper! Highly valuable for reference implementation with detailed algorithm explanations and performance analysis.
Gaussian Mixture Model (GMM) based Image Background Estimation and Dynamic Update Algorithm Implementation in MATLAB
This MATLAB implementation of Gaussian background modeling processes input videos to generate binary foreground-background segmentation videos and extracted background videos. The code includes comprehensive annotations to help beginners understand the algorithm flow, key parameters like learning rate and mixture components, and implementation techniques for real-time video processing.
This MATLAB implementation provides Gaussian Mixture Model (GMM) based background subtraction for target tracking applications, featuring adaptive modeling and real-time foreground detection capabilities.
Implementation of Maximum Expected Likelihood algorithm for Gaussian Mixture Model parameter estimation using MATLAB's statistical and matrix computation capabilities.