Overview of Environment Perception for Intelligent Vehicles 论文

2017IEEE Transactions on Intelligent Transportation Systems引用 372
Autonomous Vehicle Technology and SafetyVideo Surveillance and Tracking MethodsAdvanced Neural Network Applications

摘要

This paper presents a comprehensive literature review on environment perception for intelligent vehicles. The state-of-the-art algorithms and modeling methods for intelligent vehicles are given, with a summary of their pros and cons. A special attention is paid to methods for lane and road detection, traffic sign recognition, vehicle tracking, behavior analysis, and scene understanding. In addition, we provide information about datasets, common performance analysis, and perspectives on future research directions in this area.