VD-PCN performs point cloud completion by encoding multi-view depth images with a 2D U-Net and using a frozen teacher network, fed complete depth maps, to distill feature knowledge to the student.
Let images give you more: Point cloud cross-modal training for shape analysis
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Imagine with the Teacher: Complete Shape in a Multi-View Distillation Way
VD-PCN performs point cloud completion by encoding multi-view depth images with a 2D U-Net and using a frozen teacher network, fed complete depth maps, to distill feature knowledge to the student.