Image Alignment GitHub Repositories

Unsupervised Learning for Image Registration

C++ implementation of a ScienceDirect paper "An accelerating cpu-based correlation-based image alignment for real-time automatic optical inspection"

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

Image registration laboratory for 2D and 3D image data

Image alignment and stitching with MATLAB

A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

A Python toolbox for aligning / fusing / stitching large multi-view / multi-positioning image datasets in 2-3D.

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

This repo contains a curative list of homography estimation, image alignment and related application.

Cool Vision projects

Dataset for image stitching by line-guided local warping with global similarity constraint, PR2018

Various scripts, mostly intended to help with model training and dataset creation

An implementation of several tracking algorithms based on Lucas Kanade algorithms

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

[TIP 2020] Code for the paper "Single-Perspective Warps in Natural Image Stitching"

C++ implementation of Lucas-Kanade-Image-Alignment

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

Generates a depth map from a focal stack of images using OpenCV 📷

Learning Deformable Registration of Medical Images with Anatomical Constraints

Video Alignment and Synchronization for VapourSynth

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

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

PDF Automation - OCR Text Recognition

Align thousands of selfies automatically

🌊 Align 32-bit linear images with grid warping optimization

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.