Popular GitHub Repositories for Deformable Registration

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Unsupervised Learning for Image Registration

Awesome GAN for Medical Imaging

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

A collection of resources on applications of Transformers in Medical Imaging.

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

[CVPR2022] Geometric Transformer for Fast and Robust Point Cloud Registration

Medical image registration using deep learning

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

GenZ-ICP: SOTA robust LiDAR odometry (IEEE RA-L 2025)

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

Implementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"

Don't feel pain to use Deformable Convolution

Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

PyTorch Implementation of Deformable Convolution