Professional MATLAB source code with comprehensive documentation and examples
Disguise monitoring system. Counting people passing through monitored areas remains a critical research topic in this field, primarily relying on background subtraction processes. The method faces two major challenges: dynamic background model estima
MATLAB source code implementation of the box-counting algorithm for fractal dimension computation, featuring algorithmic explanations and practical applications
Implementation of handwritten digit recognition using PCA in MATLAB, involving preprocessing of raw images followed by digit recognition through traditional PCA, improved PCA algorithm, and 2D PCA methodology with code-focused explanations.
Beginner-friendly MATLAB code for particle filtering with practical applications in target tracking, SLAM, and image matching. This initial release demonstrates basic particle tracking implementation, with follow-up versions planned for sequential pa
Implementation of the Floyd-Warshall algorithm for solving shortest path problems, calculating minimum distances between any two nodes in a graph with detailed code-oriented explanations.
Dynamic Time Series Analysis Toolkit featuring ARMA modeling, harmonic decomposition, and Kalman filtering implementations for time series processing
Source code implementation of Euler's method and Runge-Kutta algorithm for solving first-order ordinary differential equations, with detailed comments on numerical computation approaches and code structure.
A complete example program implementing the differential evolution optimization algorithm, suitable for various optimization problems including function optimization, featuring detailed parameter configuration and evolutionary operations.
CAMShift object tracking implementation featuring dynamic window adaptation based on target size changes. This robust algorithm provides stable tracking performance without bugs, developed through experimental research with complete code implementati
Utilizing Principal Component Analysis to detect copy-move forgery regions in digital images with effective detection performance. The implementation involves feature extraction, dimensionality reduction, and similarity matching algorithms.
MATLAB program implementation for computing function minimum values using Genetic Algorithm (GA) and Genetic Programming (GP) with detailed parameter configuration and result analysis
An evaluation algorithm that compares with optimal discriminant sets, often combined with Analytic Hierarchy Process (AHP) to enhance decision-making accuracy through multi-factor weight analysis
The Chan algorithm, a classical localization method utilizing TDOA parameters, provides robust positioning solutions with mathematical elegance and computational efficiency.
A custom-developed Sparse Representation Classification (SRC) program designed to demonstrate SRC principles and algorithms through practical code implementation and technical explanations.
Implementation of Standard Kernel PCA Algorithm
A practical implementation of particle filtering for tracking the motion state of an object during atmospheric re-entry, including system modeling and state estimation techniques
MATLAB-coded shortest path algorithm ShortestPath_Djk implementing Dijkstra's algorithm with greedy approach for graph path optimization
More Generalized Multiple Kernel Learning Algorithms with Accompanying Research Papers and Implementation Insights
Image compressive sensing implementation using FFT (constructing orthogonal transformation matrix) or DWT (measuring high-frequency coefficients) as sparsity bases, with Orthogonal Matching Pursuit (OMP) algorithm for reconstruction
Finite Element Analysis for modeling acoustic wave propagation in engine cylinders as a multiphysics problem involving coupled physical phenomena