
The author introduces Point-Unet as a novel method for volumetric segmentation, combining efficiency with 3D point clouds to outperform existing voxel-based networks in terms of accuracy, memory usage, and testing time.


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Point-Unet-A-Context-aware-Point-based-Neural-Network-for-Volumetric-Segmentation


Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation


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Proposing Point-Unet for efficient volumetric segmentation using point clouds.
