Computer vision for autonomous vehicles: Problems, datasets and state of the art

J Janai, F Güney, A Behl, A Geiger - Foundations and Trends® …, 2020 - nowpublishers.com
Recent years have witnessed enormous progress in AI-related fields such as computer
vision, machine learning, and autonomous vehicles. As with any rapidly growing field, it …

A review of motion planning techniques for automated vehicles

D González, J Pérez, V Milanés… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Intelligent vehicles have increased their capabilities for highly and, even fully, automated
driving under controlled environments. Scene information is received using onboard …

Simultaneous localization and mapping: A survey of current trends in autonomous driving

G Bresson, Z Alsayed, L Yu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a survey of the Simultaneous Localization And Mapping (SLAM)
field when considering the recent evolution of autonomous driving. The growing interest …

Autonomous cars: Past, present and future a review of the developments in the last century, the present scenario and the expected future of autonomous vehicle …

K Bimbraw - 2015 12th international conference on informatics …, 2015 - ieeexplore.ieee.org
The field of autonomous automation is of interest to researchers, and much has been
accomplished in this area, of which this paper presents a detailed chronology. This paper …

Autonomous ground vehicles—Concepts and a path to the future

T Luettel, M Himmelsbach… - Proceedings of the …, 2012 - ieeexplore.ieee.org
Autonomous vehicles promise numerous improvements to vehicular traffic: an increase in
both highway capacity and traffic flow because of faster response times, less fuel …

Experience, results and lessons learned from automated driving on Germany's highways

M Aeberhard, S Rauch, M Bahram… - IEEE Intelligent …, 2015 - ieeexplore.ieee.org
The BMW Group Research and Technology has been testing automated vehicles on
Germany's highways since Spring 2011. Since then, thousands of kilometers have been …

Towards a viable autonomous driving research platform

J Wei, JM Snider, J Kim, JM Dolan… - 2013 IEEE Intelligent …, 2013 - ieeexplore.ieee.org
We present an autonomous driving research vehicle with minimal appearance modifications
that is capable of a wide range of autonomous and intelligent behaviors, including smooth …

Algorithm and hardware implementation for visual perception system in autonomous vehicle: A survey

W Shi, MB Alawieh, X Li, H Yu - Integration, 2017 - Elsevier
This paper briefly surveys the recent progress on visual perception algorithms and their
corresponding hardware implementations for the emerging application of autonomous …

Bézier curve‐based trajectory planning for autonomous vehicles with collision avoidance

L Zheng, P Zeng, W Yang, Y Li… - IET Intelligent Transport …, 2020 - Wiley Online Library
This study proposes an effective trajectory planning algorithm based on the quartic Bézier
curve and dangerous potential field for automatic vehicles. To generate collision‐free …

Highly automated driving on highways based on legal safety

B Vanholme, D Gruyer, B Lusetti… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
This paper discusses driving system design based on traffic rules. This allows fully
automated driving in an environment with human drivers, without necessarily changing …