Least Squares Support Vector Machine
A simple yet computationally intensive implementation of Least Squares Support Vector Machine with practical algorithmic explanations
MATLAB Image Compression Code Implementation for Beginners
MATLAB-based image compression code featuring simple algorithms, ideal for beginners to learn fundamental concepts and practical implementation
Simple Genetic Algorithm Optimization for Support Vector Machine Parameters
A straightforward MATLAB implementation using genetic algorithms to optimize SVM parameters, featuring clear code structure with key functions for crossover, mutation, and fitness evaluation - ideal for beginners studying computational intelligence techniques.
Design of the Simplest Kalman Filter
Implementation of the simplest Kalman filter design, ready-to-use with directly executable MATLAB code including performance visualization graphs.
Arbitrary Image Rotation with Implementation Details
Effortless rotation of images to any angle with simple operation, excellent results, and code-based implementation insights.
Amplitude-Phase Modulation and Demodulation
Highly versatile and straightforward amplitude-phase modulation/demodulation code implementation with clear algorithmic structure - definitely worth studying and sharing with the community!
Support Vector Machine Implementation
Support Vector Machine implementation using MATLAB programming language, featuring straightforward code examples and detailed documentation in Word format
MATLAB Visual Interface Design with GUI Development
MATLAB visual interface design is straightforward to learn and includes comprehensive examples for GUI creation, featuring practical code implementation approaches and key function descriptions.
A Simple Implementation of the NMF Algorithm
A straightforward code implementation of the NMF algorithm that decomposes a matrix into the product of two non-negative matrices, featuring iterative updates and convergence monitoring.
IBR Image Stitching Program Ready for Immediate Use
This IBR image stitching program is fully functional and excellent, implementing simple IBR-based image stitching algorithms with optimized performance.