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Medical Image Registration

18 papers with code · Medical

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Latest papers with code

BIRL: Benchmark on Image Registration methods with Landmark validation

31 Dec 2019Borda/BIRL

This report presents a generic image registration benchmark with automatic evaluation using landmark annotations.

BIRL IMAGE REGISTRATION

27
31 Dec 2019

Dual-Stream Pyramid Registration Network

26 Sep 2019Duoduo-Qian/Medical-image-registration-Resources

We propose a Dual-Stream Pyramid Registration Network (referred as Dual-PRNet) for unsupervised 3D medical image registration.

IMAGE REGISTRATION MEDICAL IMAGE REGISTRATION

12
26 Sep 2019

Learning Conditional Deformable Templates with Convolutional Networks

NeurIPS 2019 voxelmorph/voxelmorph

We develop a learning framework for building deformable templates, which play a fundamental role in many image analysis and computational anatomy tasks.

DEFORMABLE MEDICAL IMAGE REGISTRATION MEDICAL IMAGE REGISTRATION

635
07 Aug 2019

Recursive Cascaded Networks for Unsupervised Medical Image Registration

ICCV 2019 microsoft/Recursive-Cascaded-Networks

We present recursive cascaded networks, a general architecture that enables learning deep cascades, for deformable image registration.

IMAGE REGISTRATION MEDICAL IMAGE REGISTRATION

151
29 Jul 2019

Quantitative Error Prediction of Medical Image Registration using Regression Forests

18 May 2019hsokooti/regun

This paper proposes a new automatic method to predict the registration error in a quantitative manner, and is applied to chest CT scans.

IMAGE REGISTRATION MEDICAL IMAGE REGISTRATION

9
18 May 2019

Networks for Joint Affine and Non-parametric Image Registration

CVPR 2019 uncbiag/registration

In contrast to existing approaches, our framework combines two registration methods: an affine registration and a vector momentum-parameterized stationary velocity field (vSVF) model.

IMAGE REGISTRATION MEDICAL IMAGE REGISTRATION

76
21 Mar 2019

Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces

8 Mar 2019voxelmorph/voxelmorph

We present a probabilistic generative model and derive an unsupervised learning-based inference algorithm that uses insights from classical registration methods and makes use of recent developments in convolutional neural networks (CNNs).

CONSTRAINED DIFFEOMORPHIC IMAGE REGISTRATION DEFORMABLE MEDICAL IMAGE REGISTRATION DIFFEOMORPHIC MEDICAL IMAGE REGISTRATION IMAGE REGISTRATION

635
08 Mar 2019