MATLAB Implementation of Kalman Filter
Source code implementation of Kalman filter in MATLAB provided as reusable functions with algorithm explanations
MATLAB Implementation of EM Algorithm with Code Examples
MATLAB code for EM algorithm implementation. The extracted package can be directly executed in MATLAB environment to demonstrate expectation-maximization for statistical parameter estimation and clustering applications.
MATLAB Code Implementation of Principal Component Analysis Function
A principal component analysis function in MATLAB, particularly suitable for beginners, with detailed code implementation and algorithm explanations
Graph-Based Visual Saliency (GBVS) Algorithm Implementation
MATLAB implementation of Graph-Based Visual Saliency (GBVS) for image saliency computation. Contains three core modules: complete GBVS algorithm [gbvs], simplified version [simpsal], and Image Signature-based approach [signatureSal]. Includes installation guide and code customization instructions for advanced applications.
MATLAB Implementation of RankBoost Algorithm with DLL Integration
RankBoost algorithm implementation featuring DLL files and MATLAB code for ranking applications in information retrieval and machine learning systems.
Motion Detection Implementation in MATLAB
A MATLAB-based motion detection program capable of identifying moving objects in video streams, implementing computer vision algorithms for real-time analysis and object tracking.
MATLAB Implementation of GPS Satellite Positioning
This MATLAB program demonstrates GPS satellite positioning with comprehensive English documentation. Simply launch the int.m main file and click Run to execute the positioning algorithm.
Implementation of Motion-Based Video Foreground Segmentation
Motion-based video foreground segmentation implementation with MATLAB code, featuring frame differencing and background subtraction techniques
MATLAB Code for Solving Multi-Objective Optimization Problems
MATLAB code from a book for solving multi-objective optimization problems, featuring implementation of evolutionary algorithms and Pareto-based approaches
MATLAB Implementation of SURF Feature Matching
This is a MATLAB program for SURF feature matching, including examples and test images for reference, with detailed code implementation and algorithm explanations.