源码 Resources

Showing items tagged with "源码"

A comprehensive MATLAB source code package for Markov Random Field (MRF) image segmentation, containing over 30 functions. This example program demonstrates MRF implementation through practical image processing workflows, providing beginners with intuitive understanding of MRF concepts and their application in image analysis.

MATLAB 205 views Tagged

PCA algorithm MATLAB source code collaboratively developed with classmates - this implementation includes data standardization, covariance matrix computation, eigenvalue decomposition, and dimensionality reduction features for educational reference and technical discussion.

MATLAB 189 views Tagged

A comprehensive collection of particle filter implementations featuring various versions including PF (Standard Particle Filter), RPF (Regularized Particle Filter), EKFPF (Extended Kalman Filter Particle Filter), APF (Auxiliary Particle Filter), and more.

MATLAB 268 views Tagged

C4.5 Decision Tree Algorithm Source Code. C4.5 is a classic algorithm in the decision tree domain, with academic book citations exceeding 10,000 times. Implementation includes key components like information gain ratio calculation, tree pruning mechanisms, and support for handling both continuous and discrete attributes.

MATLAB 204 views Tagged