MATLAB Code Implementation Routine: Image to LIBSVM Data Format Conversion
MATLAB routine for converting image samples to LIBSVM data format and writing to TXT files, including complete training and testing datasets with implementation details
MATLAB Implementation of Butterworth Filter with Audio Filtering Capability
MATLAB code implementation of Butterworth filter for audio signal processing, featuring comparison with other filter types and detailed algorithmic explanations
MATLAB Implementation of FIR Filters with Rectangular and Hamming Windows
Implementing FIR filters in MATLAB using rectangular and Hamming window functions for digital signal processing applications
MATLAB Implementation of Wiener Filter for Speech Signal Processing
A Wiener filtering program designed for speech signal enhancement, featuring comprehensive technical documentation and efficient noise reduction capabilities
NSGA Original MATLAB Code Implementation
The original NSGA source code that many researchers seek, providing significant value for intelligent optimization algorithms with comprehensive multi-objective optimization capabilities
MATLAB Code Implementation for PSNR Calculation
MATLAB code for computing PSNR between two images, designed to compare peak signal-to-noise ratio with detailed algorithmic implementation.
MATLAB Implementation of Gaussian Mixture Model with Source Code
Complete source code for Gaussian Mixture Model (GMM) implemented in MATLAB environment. GMM is widely applied in various fields, particularly in signal processing applications. This implementation serves as an excellent reference for beginners, demonstrating core algorithms including Expectation-Maximization (EM) for parameter estimation and probability density function calculations using multivariate Gaussian distributions.
MATLAB Genetic Algorithm Implementation with Code Examples
A comprehensive MATLAB genetic algorithm example demonstrating complete implementation workflow, featuring selection, crossover, and mutation operations with practical code explanations
MATLAB Code for Moving Object Detection Using Frame Difference Method
MATLAB implementation for moving object detection based on frame difference method, including AVI video reading, frame extraction, and object tracking capabilities
MATLAB Image Annotation: Region Extraction and Labeling Implementation
MATLAB-based image annotation tool for extracting and labeling regions of interest in images, facilitating subsequent analysis. The program includes functions for interactive region selection and annotation storage, with compatibility for various image formats.