Abstract: We propose Next Bit Prediction (NBP), a unified framework that simultaneously addresses lossless compression and lossy reconstruction of 3D point cloud geometry through a next-bit ...
Point clouds have been widely used in autonomous driving, robotics, and augmented reality due to their rich 3D information. However, their irregular and unordered nature challenges direct application ...
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