Explore MATLAB source code curated for "初学者" with clean implementations, documentation, and examples.
This MATLAB code was developed during mathematical modeling for time series prediction using Backpropagation Neural Networks. The implementation is fully functional and includes MATLAB-formatted data for easy validation. The code features detailed comments explaining key algorithm components, making it particularly suitable for beginners learning neural network implementations.
LTE baseband system simulation provides foundational understanding of communication protocols for beginners, featuring MATLAB/Simulink implementation examples and key algorithm explanations
MATLAB source code for image filtering featuring GUI implementation, designed for beginners with user-friendly operation and comprehensive filtering algorithms
Standard Particle Swarm Optimization algorithm implemented through six MATLAB (.m) files, ideal for beginners learning PSO concepts and implementation approaches.
Implementing Ant Colony Optimization to solve Traveling Salesman Problems, with beginner-friendly code examples and algorithm explanations.
Wavelet-Based Image Compression - This MATLAB program implements wavelet transform for image compression with comparative display of original and compressed images. The code features clear structure with key functions like wavedec2 (2D wavelet decomposition) and waverec2 (reconstruction), making it ideal for beginners to study wavelet compression algorithms and their practical implementation.
An MIT-developed AdaBoost algorithm demonstration program featuring well-structured code ideal for beginners seeking rapid understanding of the algorithm, includes comprehensive documentation with implementation insights.
Implementation of novel and unique image matching techniques in Matlab, featuring comprehensive code analysis and algorithm explanations ideal for beginners to study carefully for substantial learning gains
Restoration of motion-blurred images using cepstrum analysis for blur scale estimation, with comprehensive code implementation suitable for beginners. Includes visual examples and executable test code.
Gabor filter implementation in MATLAB for detecting image edge information, featuring practical code examples and explanations suitable for beginners learning image processing techniques.