Unsupervised Learning for Image Registration

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Image registration laboratory for 2D and 3D image data

Conventional Depth from Focus(DfF) estimation with slight focus variations in image sequences

Cool Vision projects

An implementation of several tracking algorithms based on Lucas Kanade algorithms

Stitching different perspective images into a single smooth panorama using Laplacian Blending.

Implementation of Lucas-Kanade tracker algorithm to track a moving car, face of a baby and running Usain Bolt

Learning Deformable Registration of Medical Images with Anatomical Constraints

Deep image alignment for UAV-Taken visible and infrared image pairs using two branched CNN pipeline and a registration block.

Video Alignment and Synchronization functions for VapourSynth

[ICCV 2023] Code for the paper "Preserving Volume for Unsupervised Registration"

Align thousands of selfies automatically

Subpixel cross-correlation image alignment of astronomical images

✏️ My homeworks of NTU CSIE 7694 Digital Visual Effects [2019 spring] (by Prof. CYY)

Desktop app for aligning images using draggable control points (manual image registration). Batch mode to process multiple images such as XRF and RIS element maps from painting analyses. Converts and merges alphascale images. Installs as a Windows executable and runs directly on Python. Very open source.

Aligning two objects in 2 images.

Difference of Local Entropy (DoLE) variant of SIFT for multimodal key point detection/description.

多光谱图像对齐、假彩色合成

A desktop GUI application for preparing aligned infrared (IR) and visible light image pairs for computer vision datasets. This tool allows users to manually align mismatched IR and visible images, then extract synchronized crops for training multimodal image processing models like image fusion, object detection, or semantic segmentation.