A Spatiotemporal Deep Learning Architecture for Road Surface Classification Using LiDAR in Autonomous Emergency Braking Systems

This paper proposes a spatiotemporal architecture with a deep neural network (DNN) for road surface conditions and types classification using LiDAR for autonomous emergency braking (AEB) systems. It is known that LiDAR provides information on the reflectivity and number of point clouds depending on...

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Bibliographic Details
Main Authors: Ju Won Seo, Jin Sung Kim, Jin Ho Yang, Chung Choo Chung
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10286502/