Unsupervised Learning for Image Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
Image registration laboratory for 2D and 3D image data
Cool Vision projects
Conventional Depth from Focus(DfF) estimation with slight focus variations in image sequences
An implementation of several tracking algorithms based on Lucas Kanade algorithms
Stitching different perspective images into a single smooth panorama using Laplacian Blending.
Various scripts, mostly intended to help with model training and dataset creation
Learning Deformable Registration of Medical Images with Anatomical Constraints
Implementation of Lucas-Kanade tracker algorithm to track a moving car, face of a baby and running Usain Bolt
Code for the paper "Preserving Volume for Unsupervised Registration" (ICCV 2023 Poster)
Subpixel cross-correlation image alignment of astronomical images
Deep image alignment for UAV-Taken visible and infrared image pairs using two branched CNN pipeline and a registration block.
Align thousands of selfies automatically
✏️ My homeworks of NTU CSIE 7694 Digital Visual Effects [2019 spring] (by Prof. CYY)
Difference of Local Entropy (DoLE) variant of SIFT for multimodal key point detection/description.
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.
Create Panormas using separate images
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