University of Hong Kong & VAST · 3D Reconstruction
HoloPart
HoloPart introduces 3D part amodal segmentation using a diffusion-based model (PartComp) that decomposes 3D shapes into complete, semantically meaningful parts even when occluded. The method combines existing segmentation techniques with a novel architecture featuring local and global attention mechanisms to infer hidden geometry while maintaining shape consistency.
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