LiDAR–camera fusion for road detection using a recurrent conditional random field model

Abstract Reliable road detection is an essential task in autonomous driving systems. Two categories of sensors are commonly used, cameras and light detection and ranging (LiDAR), each of which can provide corresponding supplements. Nevertheless, existing sensor fusion methods do not fully utilize mu...

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Bibliographic Details
Main Authors: Lele Wang, Yingping Huang
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-14438-w