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deformable-registration

Here are 5 public repositories matching this topic...

verlab / DEAL_NeurIPS_2021

PyTorch implementation of the descriptor DEAL presented at NeurIPS 2021 "Extracting Deformation-Aware Local Features by Learning to Deform".

pytorch feature-extraction image-retrieval descriptors spatial-transformer-network stn feature-matching deal thin-plate-splines non-rigid-registration neurips thin-plate-spline deformable-object non-rigid-deformation deformable-registration neurips-2021 deformable-tracking

Updated Jan 12, 2022
Jupyter Notebook

jianqingzheng / res_aligner_net

[Medical Image Analysis] Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registration

deep-learning image-registration medical-image-analysis tensorflow-keras progressive-learning deformable-registration discontinuous-registration coarse-to-fine-registration progressive-registration

Updated Nov 6, 2024
Python

aioz-ai / LDR_ALDK

Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge (IEEE Transactions on Medical Imaging 2021))

deep-neural-networks ai deep-learning medical medical-image-processing distillation deformable-convolutional-networks deformable-registration aioz aioz-ai

Updated Oct 5, 2021
Python

xzluo97 / X-metric

X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing (TPAMI 2023)

python information-theory image-segmentation probabilistic-graphical-models maximum-likelihood mutual-information motion-estimation medical-image-registration multimodal rigid-registration groupwise-registration statistical-modelling deformable-registration

Updated Nov 8, 2024
Python

voxelmorph_demo

jerinka / voxelmorph_demo

Demo of deformable registration methods utilizing voxelmorph

image-registration spatial-transformer-network deep-registration deformable-registration

Updated Jan 6, 2022
Jupyter Notebook

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