Joint Semantic Understanding with a Multilevel Branch for Driving Perception

Visual perception is a critical task for autonomous driving. Understanding the driving environment in real time can assist a vehicle in driving safely. In this study, we proposed a multi-task learning framework for simultaneous traffic object detection, drivable area segmentation, and lane line segm...

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Bibliographic Details
Main Authors: Dong-Gyu Lee, Yoon-Ki Kim
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/6/2877