DeepMesh

Motion tracking results of DeepMesh (the proposed method).
Results are shown by overlaping meshes and images. Red contours are predicted results while green contours are ground truth
SAX | 2CH| 4CH
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Comparison methods
FFD | dDemons | 3D-UNet | MulViMotion|MeshMotion|DeepMesh(Proposed)
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Network Architectures

The network architecture of the Deformation network (H_D(·))

The network architecture of the Motion network (H_M(·))

The network architecture for 2D feature learning in the Motion network

The network architecture for 3D feature learning in the Motion network