A comprehensive survey of driving monitoring and assistance systems

MQ Khan, S Lee - Sensors, 2019 - mdpi.com
Improving a vehicle driver's performance decreases the damage caused by, and chances of,
road accidents. In recent decades, engineers and researchers have proposed several …

Automatic single-image-based rain streaks removal via image decomposition

LW Kang, CW Lin, YH Fu - IEEE transactions on image …, 2011 - ieeexplore.ieee.org
Rain removal from a video is a challenging problem and has been recently investigated
extensively. Nevertheless, the problem of rain removal from a single image was rarely …

A comparative study of state-of-the-art driving strategies for autonomous vehicles

C Zhao, L Li, X Pei, Z Li, FY Wang, X Wu - Accident Analysis & Prevention, 2021 - Elsevier
The autonomous vehicle is regarded as a promising technology with the potential to
reshape mobility and solve many traffic issues, such as accessibility, efficiency …

Rain rendering for evaluating and improving robustness to bad weather

M Tremblay, SS Halder, R De Charette… - International Journal of …, 2021 - Springer
Rain fills the atmosphere with water particles, which breaks the common assumption that
light travels unaltered from the scene to the camera. While it is well-known that rain affects …

A hierarchical approach for rain or snow removing in a single color image

Y Wang, S Liu, C Chen, B Zeng - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
In this paper, we propose an efficient algorithm to remove rain or snow from a single color
image. Our algorithm takes advantage of two popular techniques employed in image …

Rain or snow detection in image sequences through use of a histogram of orientation of streaks

J Bossu, N Hautiere, JP Tarel - International journal of computer vision, 2011 - Springer
The detection of bad weather conditions is crucial for meteorological centers, specially with
demand for air, sea and ground traffic management. In this article, a system based on …

Physics-based rendering for improving robustness to rain

SS Halder, JF Lalonde… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
To improve the robustness to rain, we present a physically-based rain rendering pipeline for
realistically inserting rain into clear weather images. Our rendering relies on a physical …

Visual depth guided color image rain streaks removal using sparse coding

DY Chen, CC Chen, LW Kang - IEEE transactions on circuits …, 2014 - ieeexplore.ieee.org
Rain removal from a single color image is a challenging problem as no temporal information
among successive images can be obtained. In this paper, we propose a single-color-image …

Cognitive cars: A new frontier for ADAS research

L Li, D Wen, NN Zheng, LC Shen - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper provides a survey of recent works on cognitive cars with a focus on driver-
oriented intelligent vehicle motion control. The main objective here is to clarify the goals and …

Sequential dual attention network for rain streak removal in a single image

CY Lin, Z Tao, AS Xu, LW Kang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Various weather conditions, such as rain, haze, or snow, can degrade visual quality in
images/videos, which may significantly degrade the performance of related applications. In …