Abstract: Generating dense point clouds from sparse raw data benefits downstream 3D understanding tasks, but existing models are limited to a fixed upsampling ratio or to a short range of integer ...
Abstract: Point cloud (PC) processing tasks—such as completion, up-sampling, denoising, and colorization—are crucial in applications like autonomous driving and 3D reconstruction. Despite substantial ...
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