Surround-view fisheye camera perception for automated driving: Overview, survey & challenges
Surround-view fisheye cameras are commonly used for near-field sensing in automated
driving. Four fisheye cameras on four sides of the vehicle are sufficient to cover 360° around …
driving. Four fisheye cameras on four sides of the vehicle are sufficient to cover 360° around …
A review of the impact of rain on camera-based perception in automated driving systems
Automated vehicles rely heavily on image data from visible spectrum cameras to perform a
wide range of tasks from object detection, classification, and avoidance to path planning …
wide range of tasks from object detection, classification, and avoidance to path planning …
Weather and light level classification for autonomous driving: Dataset, baseline and active learning
MM Dhananjaya, VR Kumar… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Autonomous driving is rapidly advancing, and Level 2 functions are becoming a standard
feature. One of the foremost outstanding hurdles is to obtain robust visual perception in …
feature. One of the foremost outstanding hurdles is to obtain robust visual perception in …
Near-field perception for low-speed vehicle automation using surround-view fisheye cameras
Cameras are the primary sensor in automated driving systems. They provide high
information density and are optimal for detecting road infrastructure cues laid out for human …
information density and are optimal for detecting road infrastructure cues laid out for human …
Image pre-processing method of machine learning for edge detection with image signal processor enhancement
K Park, M Chae, JH Cho - Micromachines, 2021 - mdpi.com
Even though computer vision has been developing, edge detection is still one of the
challenges in that field. It comes from the limitations of the complementary metal oxide …
challenges in that field. It comes from the limitations of the complementary metal oxide …
Surround-View Fisheye Optics in Computer Vision and Simulation: Survey and Challenges
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 …
emphasis on the impact of optical artifacts on computer vision tasks in autonomous driving …
End-to-end high dynamic range camera pipeline optimization
N Robidoux, LEG Capel, D Seo… - Proceedings of the …, 2021 - openaccess.thecvf.com
With a 280 dB dynamic range, the real world is a High Dynamic Range (HDR) world.
Today's sensors cannot record this dynamic range in a single shot. Instead, HDR cameras …
Today's sensors cannot record this dynamic range in a single shot. Instead, HDR cameras …
[HTML][HTML] Impact of ISP tuning on object detection
In advanced driver assistance systems (ADAS) or autonomous vehicle research, acquiring
semantic information about the surrounding environment generally relies heavily on camera …
semantic information about the surrounding environment generally relies heavily on camera …
On the application of cameras used in autonomous vehicles
C Wang, X Wang, H Hu, Y Liang, G Shen - Archives of Computational …, 2022 - Springer
Autonomous vehicles have increasingly become a critical technology with advantages of
safety, effectiveness, and convenience after major advancements in both vehicle sensor …
safety, effectiveness, and convenience after major advancements in both vehicle sensor …
An online learning system for wireless charging alignment using surround-view fisheye cameras
Electric Vehicles are increasingly common, with inductive chargepads being considered a
convenient and efficient means of charging electric vehicles. However, drivers are typically …
convenient and efficient means of charging electric vehicles. However, drivers are typically …