Track Association Algorithms in Target Tracking
Track association algorithms in target tracking with implementation details on 2D assignment and trilateration positioning techniques
MATLAB Source Code for Demons Registration Algorithm
MATLAB implementation of the Demons registration algorithm for image processing, featuring detailed code explanations and practical application examples
Integral Formulation of Two-Point Boundary Value Problems
1. Derive the integral form of the two-point boundary value problem; 2. Construct the finite element equations; 3. Implement numerical computation and visualize the results with programming techniques.
1D PCA Image Compression and Decompression
MATLAB implementation of 1D PCA for image compression and decompression with configurable number of eigenvalues to observe compression results. Demonstrates image preprocessing steps and PCA workflow.
High-Frequency Radar Target Detection Using Cell Averaging Constant False Alarm Rate Method
High-frequency radar target detection with cell averaging constant false alarm rate (CA-CFAR) method using simulated data, including algorithm implementation and performance analysis
Hybrid Classifier Integrating K-Nearest Neighbors (KNN) and Support Vector Machine (SVM) Algorithms
A hybrid classifier combining K-Nearest Neighbors (KNN) and Support Vector Machine (SVM) algorithms, implementing ensemble learning techniques for enhanced classification performance
White Noise Signal Generation and Visualization in MATLAB
Generate and visualize white noise signal images using MATLAB with comprehensive implementation approaches
AdaBoost Implementation Code
A simple and easily understandable AdaBoost code that can be run directly, demonstrating the fundamental implementation of this ensemble learning algorithm with clear code structure and comments.
MATLAB Implementation of Mean Shift Algorithm with Code Details
A practical MATLAB implementation of the Mean Shift algorithm, tested with satisfactory results. Includes discussions on optimization techniques, performance improvements, and real-world applications.
RQA for Recurrence Plot Analysis of Discrete Time Series
MATLAB RQA performs recurrence plot analysis on discrete time series followed by quantitative recurrence analysis, serving as a crucial method for chaos research with implementations involving phase space reconstruction and threshold-based recurrence
MATLAB Simulation of Vehicle Obstacle Avoidance Using Chaotic-Optimized Artificial Potential Field Method
MATLAB simulation source code for vehicle obstacle avoidance implementing chaotic-optimized artificial potential field method with parameter optimization capabilities.
Chaos Theory Toolbox for MATLAB
MATLAB Chaos Theory Toolbox Version 2.0 - A comprehensive and powerful toolkit for chaos analysis, modeling, and algorithm development.
CSV Oscilloscope Output File Reading and Processing
Read CSV waveform files, perform integration, smoothing, and de-biasing operations on the data, and generate new waveform files in the original directory with detailed code implementation approaches.
Parameter Self-Adaptive Differential Evolution Algorithm
Differential Evolution Algorithm Variant - Parameter Self-Adaptive Differential Evolution with Intelligent Control Mechanisms
Compressive Sensing MATLAB Implementation Demo
A MATLAB program demonstrating Compressive Sensing techniques, featuring code implementations for sparse signal recovery and practical applications in image processing
MATLAB Source Code Implementation of FDTD (Finite-Difference Time-Domain) Algorithm
Complete MATLAB source code for FDTD (Finite-Difference Time-Domain) method with detailed implementation examples and numerical simulation techniques
MATLAB Object Tracking: Single and Multiple Target Implementation in Video Streams
Implementation of single and multiple object tracking in video streams using MATLAB, featuring algorithm selection, visualization techniques, and practical system development with code examples.
Compressive Sensing-Based Image Reconstruction Technology
An image reconstruction program leveraging compressive sensing technology to enhance both reconstruction quality and processing speed, with implementation details including sparse representation and optimization algorithms
MATLAB Implementation of Image Fusion Techniques
Comprehensive image fusion approaches including high-pass filtering, IHS transformation, principal component analysis, wavelet-based methods, and combined wavelet-IHS methodology.
Finite Element Calculation with Tetrahedral Mesh Generation
This source code implements finite element calculation using tetrahedral mesh generation. The program processes deformation body discretization into tetrahedral elements, inputs node coordinates, and employs elastoplastic constitutive models to trans