Chessboard Corner Detection and Extraction
Implementation of chessboard corner extraction algorithms using MATLAB
Enhanced State Estimation Using Improved Adaptive Filter
An advanced state estimation approach utilizing an improved adaptive filter with exceptional performance. Implemented in MATLAB, this solution runs directly within the MATLAB environment to demonstrate optimal filtering results. The implementation employs the Sage-Husa adaptive algorithm, which offers significant improvements over traditional filtering methods through its innovative noise statistics estimation and adaptive correction mechanisms.
Gaussian Mixture Model Algorithm Implemented in MATLAB
A MATLAB implementation of the GMM algorithm featuring sample demonstrations, utilizing EM algorithm for GMM parameter estimation with code-level implementation details.
Extended Kalman Filter Algorithm Implementation
Extended Kalman Filter algorithm program written in MATLAB - highly efficient and practical implementation
K-Means Clustering Algorithm Implementation in MATLAB
Efficient MATLAB implementation of the K-means clustering algorithm with comprehensive code documentation and performance optimization features
MATLAB Implementation of Uniform Linear Antenna Arrays with Pattern Analysis
MATLAB code implementation for uniform linear antenna arrays, dipole arrays, and monopole antenna radiation patterns with configurable input parameters for dynamic pattern analysis and visualization
Image Fusion Program Based on Compressive Sensing
Image fusion program based on compressive sensing theory, implemented using MATLAB with optimized computational efficiency
LDPC Source Code (Implemented in MATLAB)
LDPC source code implemented in MATLAB, with additional C language implementations, featuring comprehensive LDPC encoding and decoding programs with detailed algorithm explanations.
Backpropagation Neural Network Algorithm Implementation in MATLAB
A MATLAB implementation of the Backpropagation Neural Network algorithm using a single hidden layer architecture, including an example file that performs classification on a dataset of 20 samples.
Cross-Point Extraction Algorithm in Images
Cross-Point Extraction Algorithm implemented in MATLAB, featuring clear code structure and intuitive understanding for beginners