Basic Bayesian Transform for Compressed Sensing
A fundamental Bayesian transform approach for compressed sensing, including source code implementation with one-dimensional signal processing example and two-dimensional image processing demonstrations
Single Sound Source Localization Using the SRP-PHAT Method
Localizing a Single Sound Source Using the SRP-PHAT Method with Practical Implementation Examples
Adaptive Stochastic Resonance Algorithm
Implementation of adaptive stochastic resonance algorithm with detailed explanations provided in code comments and technical annotations.
Extended Kalman Filter Algorithm with MATLAB Implementation
Implementation of Extended Kalman Filter algorithm package containing first-order and second-order EKF prediction M-files, featuring comprehensive state estimation for nonlinear systems with practical code examples.
Underdetermined Blind Source Separation Algorithm Using Sparse Variables
An effective underdetermined blind source separation algorithm based on sparse variable representation, featuring robust implementation with code optimization for signal processing applications.
Locating Image Center Points with Computational Methods
Images consist of multiple pixels that can be represented as single or multiple matrices. Automated center point detection in image processing eliminates tedious manual inspection processes and streamlines analysis workflows through algorithmic imple
Implementation of Model Predictive Control Using MATLAB Code
Model Predictive Control code that utilizes system modeling and optimization techniques to achieve optimal control performance through predictive input adjustments
Collection of Interpolation Algorithms
MATLAB common computational toolset featuring interpolation algorithms with code implementation examples.
Classical PCA Method for Facial Feature Extraction
MATLAB source code implementation of the classical Principal Component Analysis (PCA) method for facial feature extraction, including algorithmic implementation details for researchers and developers in computer vision.
Solving the 0-1 Knapsack Problem Using Greedy Algorithm
This implementation includes file I/O functions for reading data from txt files, self-coded solution suitable for beginners with step-by-step algorithm explanation
Stochastic Filtering and Optimal Estimation
Professor Cai Yuanli, Xi'an Jiaotong University, Stochastic Filtering and Optimal Estimation, Nonlinear Filtering, Kalman Filter, Minimum Variance Estimation
MATLAB Implementation of Particle Filter Algorithm
MATLAB code for particle filter implementation - a state-of-the-art nonlinear filtering algorithm with comprehensive code structure and function explanations
Genetic Algorithm MATLAB Implementation
Classic Genetic Algorithm with Practical Code Examples
Brain MRI Image Segmentation Using Region Growing Algorithm with Single Seed Point
Image segmentation algorithm using region growing method to segment brain MRI images starting from a single seed point with implementation details
Equation Root Finding - MATLAB Algorithm Collection
MATLAB Common Algorithm Collection for Equation Root Finding with Implementation Approaches
Subspace Pursuit Algorithm Implementation for Compressive Sensing
This implementation demonstrates the Subspace Pursuit Algorithm by Wei Dai and Olgica Milenkovic from their seminal paper "Subspace Pursuit for Compressive Sensing: Closing the Gap Between Performance and Complexity". The package requires installatio
MATLAB Implementation of 3D Maneuvering Target Tracking Using Kalman Filter
This repository provides MATLAB source code for 3D maneuvering target tracking based on Kalman filter algorithm. The implementation demonstrates state estimation techniques for tracking dynamic targets in three-dimensional space. The code includes co
Three Classical Fusion Algorithms in Image Fusion: Weighted Average, PCA, and IHS
This resource provides three classical image fusion algorithms: Weighted Average, PCA, and IHS fusion, accompanied by detailed program explanations. It is particularly suitable for beginners in image fusion, offering insights into algorithm implement
MATLAB Implementation of Nonlinear Filtering for 3D Maneuvering Target Tracking
MATLAB implementation of nonlinear filtering techniques with applications in three-dimensional maneuvering target tracking; covers algorithms like median filtering and adaptive median filtering
MATLAB Data Reading: Verified Code Implementation
Validated MATLAB data reading code with implementation details