[R] [P] UNC BIAG Releases Mermaid, Pytorch based image registration toolkit
We are thrilled to release our image registration toolkit after a long time! 🔥🔥
You can quickly prototype and test your image registration pipelines with Mermaid, based on PyTorch. 🌟
By using Mermaid, it is convenient to utilize GPU acceleration for registration models. PRs, questions are welcome! 🙌
We also have another package called easyreg, it wraps Mermaid and uses deep networks.
Github repository: https://github.com/uncbiag/mermaid
Zhengyang Shen, François-Xavier Vialard, Marc Niethammer. NeurIPS 2019.
Zhengyang Shen, Xu Han, Zhenlin Xu, Marc Niethammer. CVPR 2019.
Metric Learning for Image Registration https://arxiv.org/pdf/1904.09524.pdf
Marc Niethammer, Roland Kwitt, Francois-Xavier Vialard. CVPR 2019.
Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer, NeuroImage 2017.
Fast Predictive Image Registration https://github.com/rkwitt/FastPredictiveImageRegistration
Xiao Yang, Roland Kwitt, Marc Niethammer. DLMIA 2016.