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CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration
However, the existing deep learning methods still have limitation in the preservation of original topology during the deformation with registration vector fields.
Unsupervised Deformable Image Registration Using Cycle-Consistent CNN
Medical image registration is one of the key processing steps for biomedical image analysis such as cancer diagnosis.
BAN: Focusing on Boundary Context for Object Detection
To verify our method, we visualize the activation of the sub-networks according to the boundary contexts and empirically show that the sub-networks contribute more to the related sub-problem in detection.
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