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Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations
We propose a fully unsupervised multi-modal deformable image registratio...
03/22/2019 ∙ by Chen Qin, et al. ∙
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Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation
Automatic parsing of anatomical objects in X-ray images is critical to m...
06/11/2018 ∙ by Yue Zhang, et al. ∙
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Dilated FCN for Multi-Agent 2D/3D Medical Image Registration
2D/3D image registration to align a 3D volume and 2D X-ray images is a c...
11/22/2017 ∙ by Shun Miao, et al. ∙
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An Artificial Agent for Robust Image Registration
3-D image registration, which involves aligning two or more images, is a...
11/30/2016 ∙ by Rui Liao, et al. ∙
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Real-time 2D/3D Registration via CNN Regression
In this paper, we present a Convolutional Neural Network (CNN) regressio...
07/27/2015 ∙ by Shun Miao, et al. ∙
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