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Abstract: 3D point cloud semantic segmentation technology has been widely used in robotic navigation. Considering that the environment is evolving in real-world applications, offline-trained ...

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Abstract: This paper focuses on point-based single-stage 3D object detection from point clouds and proposes a novel elegant detector CPC-3Det. Pyramid and confidence-guided backbones are widely used ...