Classical PCA Face Recognition Method and PCA+SVM Face Recognition Approach
Includes implementation of classical PCA-based face recognition and hybrid PCA with Support Vector Machine (SVM) face recognition methodology
Snake Active Contour Boundary Extraction Source Code Implementation
Source code implementation for snake active contour boundary extraction algorithm - an advanced computer vision approach for precise object boundary detection with detailed code-level explanations
MATLAB Simulation Program for Strapdown Inertial Navigation System (SINS)
MATLAB simulation program for Strapdown Inertial Navigation System (SINS), including implementation of sensor fusion algorithms and navigation parameter estimation
Fourier Transform
Discrete Fourier Transform Implementation for Two-Dimensional Data
Optimization Computational Methods: Quasi-Newton Method with Code Implementation
A concise code implementation of the Quasi-Newton method in optimization computational methods, demonstrating the BFGS algorithm with step-by-step explanations
Pedometer Using Acceleration Sensor with Kalman Filter Implementation
A custom-developed pedometer employing Kalman filter algorithm for acceleration sensor data processing, tested with sensor placements at waist and arm positions.
Compressed Sensing Video Coding Implementation
MATLAB-based compressed sensing video coding program implementing latest DCVS theoretical algorithms. Utilizes BWHT (Walsh-Hadamard Matrix) for sparse representation and GPSR algorithm for reconstruction with optimized signal recovery performance.
Enhanced Kalman Filter Algorithm with Performance Analysis
A comprehensive implementation of an improved Kalman filtering algorithm, featuring comparative performance evaluation against traditional Kalman filter methods
Vision-Guided Vehicle Road Recognition
Vision-Guided Vehicle Road Recognition: Grayscale AGV Path Recognition; Color-based AGV Path Recognition; HSI Color Space AGV Path Recognition; Path Centerline Localization; AGV Path Deviation Detection using Radon Transform
Simulation of Least Squares Estimation for AR Parameters in ARMA Models Using Observational Data
This program simulates the estimation of AR parameters in ARMA models from observational data using least squares methods, covering scenarios with both known and unknown parameters. The implementation incorporates numerical algorithms for parameter o
Wireless Sensor Network Localization Algorithms
MATLAB source code for seven wireless sensor network localization algorithms with detailed implementation examples and algorithm comparisons
Image Compression and Reconstruction Using PCA Method in MATLAB
Image Compression and Reconstruction via Principal Component Analysis (PCA) in MATLAB with Code Implementation Details
Implementation of a DOA Estimation Algorithm Using Subspace Classification
A Direction of Arrival (DOA) estimation algorithm based on subspace classification, specifically employing the Rotation Invariance Subspace Algorithm for robust signal analysis
Performance Comparison of MAX-LOG-MAP and LOG-MAP Algorithms
Comparative analysis of simplified MAX-LOG-MAP vs LOG-MAP algorithms using standard 1024-length interleaving with 1-3 iterations under grid conditions, and simplified MAX-LOG-MAP vs threshold-based MAX-LOG-MAP with 640-length interleaving over 10 ite
Gaussian Mixture Model (GMM) Implementation Using EM Algorithm
This paper presents an effective implementation of Gaussian Mixture Models (GMM), a classic speaker recognition algorithm, using the Expectation-Maximization (EM) algorithm. The study primarily simulates GMM's noise robustness performance under vario
Algorithm Programs for Satellite Interference Source Localization
Algorithm programs for satellite interference source localization, including triple-satellite and four-satellite positioning systems with signal analysis and optimization techniques
MATLAB Implementation of Network Models (Including Random Networks, Small-World Networks, Scale-Free Networks, and Topological Property Computation Programs)
MATLAB implementation of network models featuring random networks, small-world networks, and scale-free networks with topological property analysis programs. This toolkit enables rapid generation of diverse network types and comprehensive analysis of
Finite Element Method Implementation in MATLAB
A classic finite element analysis program written in MATLAB, featuring robust numerical methods for solving engineering problems with detailed matrix manipulation and solver implementations.
KNN Classifier Algorithm MATLAB Implementation
MATLAB source code for KNN (k-Nearest Neighbors) classifier algorithm with comprehensive implementation details - ideal for learning machine learning fundamentals
Wavelet Transform-Based Compressed Sensing Image Processing with Three Reconstruction Algorithms
An implementation of compressed sensing image processing using wavelet transforms, featuring three distinct reconstruction algorithms with code-level explanations.