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.

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.

Our code for the paper "Single-Perspective Warps in Natural Image Stitching"

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

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

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

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

Code for the paper "Preserving Volume for Unsupervised Registration" (ICCV 2023 Poster)