A comprehensive review on 3D object detection and 6D pose estimation with deep learning

S Hoque, MY Arafat, S Xu, A Maiti, Y Wei - IEEE Access, 2021 - ieeexplore.ieee.org
Nowadays, computer vision with 3D (dimension) object detection and 6D (degree of
freedom) pose assumptions are widely discussed and studied in the field. In the 3D object …

End-to-end learning of driving models with surround-view cameras and route planners

S Hecker, D Dai, L Van Gool - Proceedings of the european …, 2018 - openaccess.thecvf.com
For human drivers, having rear and side-view mirrors is vital for safe driving. They deliver a
more complete view of what is happening around the car. Human drivers also heavily exploit …

Computer vision in automated parking systems: Design, implementation and challenges

M Heimberger, J Horgan, C Hughes… - Image and Vision …, 2017 - Elsevier
Automated driving is an active area of research in both industry and academia. Automated
parking, which is automated driving in a restricted scenario of parking with low speed …

CNN based semantic segmentation for urban traffic scenes using fisheye camera

L Deng, M Yang, Y Qian, C Wang… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
Semantic segmentation is an important step of visual scene understanding for autonomous
driving. Recently, Convolutional Neural Network (CNN) based methods have successfully …

A vision based top-view transformation model for a vehicle parking assistant

CC Lin, MS Wang - Sensors, 2012 - mdpi.com
This paper proposes the Top-View Transformation Model for image coordinate
transformation, which involves transforming a perspective projection image into its …

A surround view camera solution for embedded systems

B Zhang, V Appia, I Pekkucuksen, Y Liu… - Proceedings of the …, 2014 - cv-foundation.org
Automotive surround view camera system is an emerging automotive ADAS (Advanced
Driver Assistance System) technology that assists the driver in parking the vehicle safely by …

Vision-based driver assistance systems: Survey, taxonomy and advances

J Horgan, C Hughes, J McDonald… - 2015 IEEE 18th …, 2015 - ieeexplore.ieee.org
Vision-based driver assistance systems is one of the rapidly growing research areas of ITS,
due to various factors such as the increased level of safety requirements in automotive …

Surround-View Fisheye Optics in Computer Vision and Simulation: Survey and Challenges

D Jakab, BM Deegan, S Sharma… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In this paper, we provide a survey on automotive surround-view fisheye optics, with an
emphasis on the impact of optical artifacts on computer vision tasks in autonomous driving …

Surroundings monitoring device for a vehicle

K Yamamoto, K Watanabe - US Patent 8,866,905, 2014 - Google Patents
(57) ABSTRACT A Surroundings monitoring device for a vehicle, includes a pair of side
cameras, each of which is provided at a side mirror, obtaining capture images capturing …

Learning to map vehicles into bird's eye view

A Palazzi, G Borghi, D Abati, S Calderara… - Image Analysis and …, 2017 - Springer
Awareness of the road scene is an essential component for both autonomous vehicles and
Advances Driver Assistance Systems and is gaining importance both for the academia and …