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AA-Pillars: Pillar-Based 3D object detection with refined pillar features

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
3D object detection acts as a vital part to autonomous, yet existing methods from point cloud face a fundamental trade-off between detection accuracy and computational efficiency. Current detectors with the fastest inference speed usually rely on pillar ...