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The article presents a novel approach that utilizes LiDAR waveform data to significantly improve object detection and classification performance compared to conventional point cloud-based methods. The authors demonstrate the effectiveness of their technique across various benchmarks, showcasing its potential for enhancing LiDAR-based perception in real-world applications.