Real-time Forensic Image Registration using SURF Algorithm
Implementation of SURF algorithm for real-time forensic image registration, personally verified for reliability and accuracy with proven code functionality
Infrared and Visible Image Registration Using Edge Information and Chain Coding
This program implements infrared and visible image registration by leveraging edge information from both image types. The implementation performs edge detection to identify closed contours, then utilizes chain code representation of contours for precise image alignment. Key processes include Canny edge detection, contour extraction algorithms, and chain code-based feature matching.
Point Cloud Registration Experiment: Implementing Alignment of Two Point Cloud Datasets Using S-ICP Algorithm
Experimental point cloud registration using the S-ICP algorithm to achieve alignment between two point cloud datasets with code implementation insights
Classical Pixel-Level Image Fusion Algorithm - Brovery Method
Classical pixel-level image fusion algorithm - Brovery method. The two input images require registration and must have identical dimensions. The MATLAB code contains comprehensive comments explaining the implementation. Other pixel-level fusion algorithms can be modified based on this template. For paired test images, execution results, or wavelet-based fusion codes, please contact via email. I'm delighted to share programming experiences and explore image processing together.
Super-Resolution Reconstruction Programs
This collection contains various programs related to super-resolution reconstruction, including image registration techniques and fundamental reconstruction methods with implementation examples.
Mutual Information Similarity Metric for Rigid Body Transformations
Image registration of two images using mutual information similarity criterion for rigid transformations, with implementation insights.
Implementation of ICP Registration Algorithm
Developed an ICP registration algorithm using VC++, compiled into a dynamic-link library. The CallICP function enables precise registration between two point clouds with robust error minimization.
Subpixel-Level Image Matching and Registration Source Code Based on Cross-Correlation
MATLAB implementation of subpixel-level image matching and registration source code using cross-correlation algorithm with technical implementation details
3D Image Matching Using Gaussian Convolution for Keypoint Detection
This MATLAB program implements 3D image matching by utilizing Gaussian convolution for keypoint detection, followed by feature vector extraction at keypoint locations and 3D vector matching to achieve 3D image registration.
Iterative Closest Point Algorithm for 3D Point Cloud Matching
Implementation of Iterative Closest Point (ICP) Algorithm with Quaternion-Based Rotation for 3D Point Cloud Registration