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A general point cloud-based 3D video object detection framework is proposed by leveraging both short-term and long-term point cloud information. We build the proposed 3D video object detectio framework upon both anchor-based and anchor-fre 3D object detectors. Also, the proposed framework can be easily deployed in both online and offlin modes.

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