Abstract: Many LiDAR-based methods have achieved encouraging results on 3D detection tasks, but detection of small objects such as pedestrians remains challenging. On the contrary, it is easy to ...

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Abstract: In this work, we introduce an adaptive hierarchical framework for efficient 3D object detection from point cloud data, designed to dynamically balance computational efficiency and detection ...