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Research on Traffic Scene Element Recognition for Autonomous Driving Based on Deep Learning

Year: 2024

Type: article

Abstract: This paper introduces the overall research status in the field of autonomous driving, followed by an overview of the research status of multi-lane line recognition algorithms, 3D object detection algorithms, and multi-target tracking algorithms in autonomous driving. However, the road scene in the real environment is complex and changeable, and there is still room for improvement in the real-time performance and accuracy of existing traffic sign detection and recognition methods.

Source: Highlights in Science Engineering and Technology

DOI: 10.54097/jfsm0w96

Author: Yangguoer Zhang

Language: English

Topic: Autonomous Vehicle Technology and Safety

Subfield: Automotive Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4404652825

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