Mutual Information-Based Image Registration
Image registration using mutual information with PSO and Powell optimization algorithms, featuring a GUI interface implemented in proj.m
Classic SIFT Algorithm Implementation in MATLAB
A classic MATLAB implementation of the SIFT algorithm for image registration, ideal for beginners to study computer vision fundamentals and feature extraction techniques.
Cross-Correlation in Image Registration
Implementation of cross-correlation for image registration, ready for direct invocation with configurable parameters for optimization.
Harris Corner Detection for Image Registration
Implementation of Harris corner detection combined with NCC matching for accurate image registration, featuring high practical application value with detailed algorithm explanations and code implementation insights
Thin Plate Spline Model for Image Registration
The Thin Plate Spline (TPS) model performs non-rigid transformations to map source images to target images, making it highly valuable for image registration applications. Implementation involves solving a radial basis function interpolation problem with bending energy minimization.
Mutual Information-Based Image Registration
This is an image registration program based on mutual information, implemented using MATLAB with relatively straightforward code structure and essential algorithm implementation details.
Mutual Information-Based Image Registration Algorithm with Powell and Particle Swarm Optimization
An image registration algorithm using mutual information with optimization combining Powell method and Particle Swarm Optimization for enhanced performance
Image Registration Based on Mutual Information with Powell Optimization
Mutual information-based image registration implemented in MATLAB using Powell's optimization algorithm for efficient multi-dimensional parameter space exploration
Image Registration Result Verification
Image registration result verification program with freely downloadable source code that requires no account registration for public access
Phase-Correlation Based Image Registration
Implementation code for motion parameter estimation using phase-correlation image registration