AADS: Augmented autonomous driving simulation using data-driven algorithms

Author:

Li W.123ORCID,Pan C. W.45ORCID,Zhang R.6ORCID,Ren J. P.6ORCID,Ma Y. X.7ORCID,Fang J.12ORCID,Yan F. L.12ORCID,Geng Q. C.8ORCID,Huang X. Y.12ORCID,Gong H. J.3,Xu W. W.6,Wang G. P.4ORCID,Manocha D.9ORCID,Yang R. G.12ORCID

Affiliation:

1. Baidu Research, Beijing, China.

2. National Engineering Laboratory of Deep Learning Technology and Application, Beijing, China.

3. Nanjing University of Aeronautics and Astronautics, Nanjing, China.

4. Beijing Engineering Technology Research Center of Virtual Simulation and Visualization, Peking University, Beijing, China.

5. Deepwise AI Lab, Beijing, China.

6. Zhejiang University, Hangzhou, China.

7. University of Hong Kong, Hong Kong, China.

8. Beihang University, Beijing, China.

9. University of Maryland, College Park, MD, USA.

Abstract

A scalable simulation system combines augmented images with synthesized traffic to enable training and testing of autonomous driving.

Publisher

American Association for the Advancement of Science (AAAS)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Mechanical Engineering

Reference48 articles.

1. Driving to safety: How many miles of driving would it take to demonstrate autonomous vehicle reliability?;Kalra N.;Transp. Res. A Policy Pract.,2016

2. A. Gaidon Q. Wang Y. Cabon E. Vig Virtual worlds as proxy for multi-object tracking analysis in Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016).

3. Sim4CV: A photo-realistic simulator for computer vision applications;Müller M.;Int. J. Comput. Vis.,2018

4. A. Dosovitskiy G. Ros F. Codevilla A. Lopez V. Koltun CARLA: An open urban driving simulator in Proceedings of the 1st Annual Conference on Robot Learning (PMLR 2017) pp. 1–16.

5. AirSim: High-fidelity visual and physical simulation for autonomous vehicles;Shah S.;Field Serv. Rob.,2018

Cited by 119 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3