Ant Colony Optimization Simulation Platform Developed with MATLAB
MATLAB-based Ant Colony Optimization Simulation Platform: Algorithm implementation, path visualization, interactive control interface, and performance analysis tools
FFT Spectrum Analysis Program
A MATLAB-developed FFT spectrum analysis program with implementation details
Parameter Estimation Method for Gaussian Mixture Models Using EM Algorithm
This MATLAB implementation demonstrates parameter estimation for Gaussian Mixture Models via the Expectation-Maximization algorithm, featuring clear code structure with detailed comments for easy understanding of the iterative optimization process.
Simple Video Watermark Embedding Algorithm Development in MATLAB
MATLAB implementation of a simple video watermark embedding algorithm with basic frame processing and DCT coefficient modification capabilities.
Handwritten Digit Recognition System Using BP Neural Network
A MATLAB-based handwritten digit recognition system utilizing Backpropagation Neural Network, featuring interactive input canvas, feature extraction algorithms, neural network model training, and real-time digit classification capabilities. Complete implementation details and usage instructions are provided in the README documentation.
Multi-Objective Optimization Using Genetic Algorithms
MATLAB-based development for multi-objective optimization using genetic algorithms with code implementation insights
License Plate Segmentation MATLAB Development
MATLAB development program for license plate segmentation. Originally sourced from "Visual C++/MATLAB Image Processing and Recognition Practical Case Studies" published by People's Posts and Telecommunications Press. Includes implementation of image preprocessing, edge detection, and region-based segmentation algorithms.
Frequency Refinement Analysis Algorithms
Two MATLAB-developed frequency refinement analysis algorithms suitable for various signal processing applications! The programs utilize simulated data - users with MATLAB proficiency can integrate actual signals for real-world analysis.
BP Neural Network Model Implementation in MATLAB
A fully functional BP neural network model developed in MATLAB, thoroughly debugged and running smoothly, featuring robust implementation for pattern recognition and predictive analytics.
Texture Analysis Based Image Segmentation
Image segmentation using texture analysis approach, developed in MATLAB, implementing entropyfilt and stdfilt functions for texture feature extraction