Image-based automatic traffic lights detection system for autonomous cars: a review

S Gautam, A Kumar - Multimedia Tools and Applications, 2023 - Springer
From the early stages of autonomous vehicle's development, traffic light detection/perception
system have been an important area of research for making collision safe self-driving …

Traffic light detection in autonomous driving systems

D Vitas, M Tomic, M Burul - IEEE Consumer Electronics …, 2020 - ieeexplore.ieee.org
Vision-only systems are currently very popular for use in autonomous driving systems and
advanced driver-assistance systems. These systems operate by using input images from a …

A vision-based system for traffic light detection

A Alam, ZA Jaffery - Applications of Artificial Intelligence Techniques in …, 2019 - Springer
Traffic detection and interpretation of its correct state is one of the most important information
for developing an autonomous vehicle navigation system. Traffic light detection helps the …

A survey on traffic light detection

M Diaz, P Cerri, G Pirlo, MA Ferrer… - New Trends in Image …, 2015 - Springer
Traffic light detection is an important matter in urban environments during the transition to
fully autonomous driving. Many literature has been generated in the recent years …

Deep CNN-based real-time traffic light detector for self-driving vehicles

Z Ouyang, J Niu, Y Liu, M Guizani - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Due to the unavailability of Vehicle-to-Infrastructure (V2I) communication in current
transportation systems, Traffic Light Detection (TLD) is still considered an important module …

An efficient vision-based traffic light detection and state recognition for autonomous vehicles

S Saini, S Nikhil, KR Konda… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
Traffic Light Detection (TLD) and understanding their state semantics at intersections plays a
pivotal role in driver assistance systems and, by extension, autonomous vehicles. Despite of …

Traffic light detection and recognition for autonomous vehicles

G Mu, Z Xinyu, L Deyi, Z Tianlei, A Lifeng - The Journal of China …, 2015 - Elsevier
Traffic light detection and recognition is essential for autonomous driving in urban
environments. A camera based algorithm for real-time robust traffic light detection and …

Traffic light recognition using high-definition map features

M Hirabayashi, A Sujiwo, A Monrroy, S Kato… - Robotics and …, 2019 - Elsevier
Accurate recognition of traffic lights in public roads is a critical step to deploy automated
driving systems. Camera sensors are widely used for the object detection task. It might seem …

Real-time traffic light detection using color density

THP Tran, CC Pham, TP Nguyen… - … -Asia (ICCE-Asia), 2016 - ieeexplore.ieee.org
Autonomous driving cars have become a trend in the vehicle industry. Numerous driver
assistance systems (DAS) have been introduced to support these automatic cars. Among …

Accurate traffic light detection using deep neural network with focal regression loss

E Lee, D Kim - Image and Vision Computing, 2019 - Elsevier
This paper proposes a method that uses a deep neural network (DNN) to detect small traffic
lights (TLs) in images captured by cameras mounted in vehicles. The proposed TL detector …