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祝贺实验室博士生李万里同学的综述论文发表于JSA期刊


祝贺实验室博士生李万里同学的综述论文发表于JSA期刊。


Journal of Systems Architecture (JSA) 是被SCI检索的国际期刊。同时,JSA是中国计算机学会 (CCF) 推荐国际学术刊物 (计算机体系结构/并行与分布计算/存储系统) B类。

论文信息:

Wanli Li, Jing Huang, Guoqi Xie, Fakhri Karrayb, Renfa Li. A survey on vision-based driver distraction analysis. Journal of Systems Architecture, Volume 121, December 2021, 102319, DOI: 10.1016/j.sysarc.2021.102319.


论文链接:

https://www.sciencedirect.com/science/article/pii/S1383762121002174


论文摘要:

Motor vehicle crashes are great threats to our life, which may result in numerous fatalities, as well as tremendous economic and societal costs. Driver inattention, either distraction or fatigue, is the major cause among human factors responsible for the crashes. Distracted driving has been getting increasingly severe, and has caused many more crashes than drowsy driving, while the latter has been more extensively studied. Therefore, we are motivated to present a comprehensive survey on vision-based approaches for driver distraction analysis. In the paper, we firstly provide an overview of driver distraction, then introduce the available datasets and explore the various cues for driver behavior distraction analysis. After that, two forms of driver behavior distraction (visual distraction and manual distraction) are analyzed separately. Lastly, we conclude the evolvement and future directions of driver distraction analysis for safe driving. To the best of our knowledge, we are the first to propose driver behavior distraction and analyze it in a hierarchical way.


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