Detecting unfocused raindrops: In-vehicle multipurpose cameras

A Cord, N Gimonet - IEEE Robotics & Automation Magazine, 2014 - ieeexplore.ieee.org
Advanced driver assistance systems (ADASs) based on video cameras are becoming
pervasive in today's automotive industry. However, while most of these systems perform …

Towards rain detection through use of in-vehicle multipurpose cameras

A Cord, D Aubert - 2011 IEEE Intelligent Vehicles Symposium …, 2011 - ieeexplore.ieee.org
Advanced Driver Assistance Systems (ADAS) based on video camera tends to be
generalized in today's automotive. However, if most of these systems perform nicely in good …

Raindrop detection on car windshields using geometric-photometric environment construction and intensity-based correlation

JC Halimeh, M Roser - 2009 IEEE Intelligent Vehicles …, 2009 - ieeexplore.ieee.org
Vision-based Driver Assistance Systems (DAS) are becoming pervasive in today's
automotive industry. However, most of these systems are designed to perform in good …

A review of detection and removal of raindrops in automotive vision systems

Y Hamzeh, SA Rawashdeh - Journal of imaging, 2021 - mdpi.com
Research on the effect of adverse weather conditions on the performance of vision-based
algorithms for automotive tasks has had significant interest. It is generally accepted that …

Effect of adherent rain on vision-based object detection algorithms

Y Hamzeh, Z El-Shair, SA Rawashdeh - SAE International Journal of …, 2020 - sae.org
Adverse weather conditions degrade the quality of images used in vision-based advanced
driver assistance systems (ADAS) and autonomous driving algorithms. Adherent raindrops …

Real-time raindrop detection based on cellular neural networks for ADAS

F Al Machot, M Ali, A Haj Mosa… - Journal of Real-Time …, 2019 - Springer
A core aspect of advanced driver assistance systems (ADAS) is to support the driver with
information about the current environmental situation of the vehicle. Bad weather conditions …

Detection of unfocused raindrops on a windscreen using low level image processing

F Nashashibi, R de Charrette… - 2010 11th International …, 2010 - ieeexplore.ieee.org
In a scene, rain produces a complex set of visual effects. Obviously, such effects may infer
failures in outdoor vision-based systems which could have important side-effects in terms of …

Dynamic adherent raindrop simulator for automotive vision systems

Y Hamzeh, ZA El-Shair, A Chehade… - IEEE …, 2021 - ieeexplore.ieee.org
The automotive domain is highly regulated, with many safety-critical aspects to consider.
This means that a great deal of testing is required to validate the performance of automotive …

Raindrops on the windshield: Performance assessment of camera-based object detection

S Hasirlioglu, F Reway, T Klingenberg… - … and Safety (ICVES), 2019 - ieeexplore.ieee.org
Camera systems capture images from the surroundings and process these data for detecting
and classifying objects. One particular category responsible for faults and failures is adverse …

[PDF][PDF] A Method of Evaluating ADAS Camera Performance in Rain–Case Studies with Hydrophilic and Hydrophobic Lenses

WY Pao, L Li, M Agelin-Chaab - Proceedings of the …, 2023 - savoirs.usherbrooke.ca
Advanced driver assistance systems (ADAS) are increasingly being equipped in modern
vehicles to provide safety warnings and autonomous functions. Cameras are a key …