Lidar Waveforms are Worth 40x128x33 Words
Summary
The paper proposes a transformer-based DSP that processes full lidar waveforms by leveraging neighboring waveforms to generate higher-fidelity multi-echo point clouds. It reports improvements in Chamfer distance and maximum range in fog and real-world conditions, demonstrating potential for improved perception in autonomous driving.