Autonomous vehicle perception: The technology of today and tomorrow

J Van Brummelen, M O'brien, D Gruyer… - … research part C …, 2018 - Elsevier
Perception system design is a vital step in the development of an autonomous vehicle (AV).
With the vast selection of available off-the-shelf schemes and seemingly endless options of …

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 vehicle detection techniques for intelligent vehicles

Z Wang, J Zhan, C Duan, X Guan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Robust and efficient vehicle detection is an important task of environment perception of
intelligent vehicles, which directly affects the behavior decision-making and motion planning …

[HTML][HTML] A consolidated review of path planning and optimization techniques: Technical perspectives and future directions

F Gul, I Mir, L Abualigah, P Sumari, A Forestiero - Electronics, 2021 - mdpi.com
In this paper, a review on the three most important communication techniques (ground,
aerial, and underwater vehicles) has been presented that throws light on trajectory planning …

Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey

O Sharma, NC Sahoo, NB Puhan - Engineering applications of artificial …, 2021 - Elsevier
Autonomous vehicles (AVs) have now drawn significant attentions in academic and
industrial research because of various advantages such as safety improvement, lower …

[HTML][HTML] The perception system of intelligent ground vehicles in all weather conditions: A systematic literature review

AS Mohammed, A Amamou, FK Ayevide, S Kelouwani… - Sensors, 2020 - mdpi.com
Perception is a vital part of driving. Every year, the loss in visibility due to snow, fog, and rain
causes serious accidents worldwide. Therefore, it is important to be aware of the impact of …

Aggregating local descriptors into a compact image representation

H Jégou, M Douze, C Schmid… - 2010 IEEE computer …, 2010 - ieeexplore.ieee.org
We address the problem of image search on a very large scale, where three constraints
have to be considered jointly: the accuracy of the search, its efficiency, and the memory …

Vehicle detection in intelligent transportation systems and its applications under varying environments: A review

Z Yang, LSC Pun-Cheng - Image and Vision Computing, 2018 - Elsevier
Robust and efficient vehicle detection in monocular vision is an important task in Intelligent
Transportation Systems. With the development of computer vision techniques and …

Autonomous vehicles in the sustainable cities, the beginning of a green adventure

A Chehri, HT Mouftah - Sustainable Cities and Society, 2019 - Elsevier
Every revolution promises a spirit of optimism and significant changes. Connected and
automated vehicles (CAVs) are coming to our roadways. CAVs have a crucial role to play in …

Deep fitting degree scoring network for monocular 3d object detection

L Liu, J Lu, C Xu, Q Tian, J Zhou - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
In this paper, we propose to learn a deep fitting degree scoring network for monocular 3D
object detection, which aims to score fitting degree between proposals and object …