Results 11 to 20 of about 302,063 (326)

Sign-YOLO: Traffic Sign Detection Using Attention-Based YOLOv7

IEEE Access
Traffic sign detection (TSD) is crucial for real-world applications like driverless vehicles, intelligent driver-assistance systems, and traffic management. Recent advancements in TSD have demonstrated promising outcomes.
Ruturaj Mahadshetti, Jinsul Kim, Tai-Won Um   +2 more
doaj   +2 more sources

A lightweight network for traffic sign detection via multiple scale context awareness and semantic information guidance [PDF]

Scientific Reports
Traffic sign detection, as a critical branch of object detection, plays an essential role in both assisted driving and autonomous driving technologies. In this paper, we propose MASG-Net, a lightweight detection network designed to improve the accuracy ...
Chenjie Du, Siyu Su, Chenwei Lin, Yingbiao Yao, Ran Jin, Xinhua Hong   +5 more
doaj   +2 more sources

Real-Time Traffic Sign Detection and Recognition Method Based on Simplified Gabor Wavelets and CNNs [PDF]

Sensors, 2018
Traffic sign detection and recognition plays an important role in expert systems, such as traffic assistance driving systems and automatic driving systems.
Faming Shao, Xinqing Wang, Fanjie Meng, Ting Rui, Dong Wang, Jian Tang   +5 more
doaj   +2 more sources

Real-Time Traffic Sign Detection Algorithm Combining Attention Mechanism and Contextual Information [PDF]

Jisuanji kexue yu tansuo, 2023
Traffic sign detection has received widespread concern in recent years. However, existing methods often fail to meet the real-time detection requirements, and there are many cases of missing detection in small-scale traffic sign detection. To solve these
FENG Aiqi, WU Xiaojun, XU Tianyang
doaj   +1 more source

Detection of Small Size Traffic Signs Using Regressive Anchor Box Selection and DBL Layer Tweaking in YOLOv3

Applied Sciences, 2021
Traffic sign recognition is a key module of autonomous cars and driver assistance systems. Traffic sign detection accuracy and inference time are the two most important parameters.
Yawar Rehman, Hafsa Amanullah, Dost Muhammad Saqib Bhatti, Waqas Tariq Toor, Muhammad Ahmad, Manuel Mazzara   +5 more
doaj   +1 more source

Traffic Sign Detection

International Journal of Advanced Research in Science, Communication and Technology, 2022
Road signs are important to ensure smooth traffic flow without bottlenecks or mishaps. Road symbols are the pictorial representations having different necessary information required to be understood by driver. Road signs in front of the vehicle are ignored by the drivers and this can lead to catastrophic accidents.
null Prof. S. P. Bholane, null Hrishikesh Patil, null Achal Shrishrimal, null Akshay Sonawane, null Nikhil Tekale   +4 more
openaire   +1 more source

Traffic Sign Detection and Recognition

International Journal of Advanced Research in Science, Communication and Technology, 2022
Street traffic signs give directions, cautioning data, to control driver conduct. Also, these signs give a dependable assurance to protected and helpful driving. The Traffic Sign Detection and Recognition (TSDR) framework is one of the essential applications for Advanced Driver Assistance Systems (ADAS).
Preeti S. Pillai, Bhagyashree Kinnal, Vishal Pattanashetty, Nalini C. Iyer   +3 more
openaire   +2 more sources

Improved Traffic Sign Detection Algorithm Based on Faster R-CNN

Applied Sciences, 2022
The traffic sign detection algorithm based on Faster Region-Based Convolutional Neural Network (R-CNN) has been applied to various intelligent-vehicles driving scenarios.
Xiang Gao, Long Chen, Kuan Wang, Xiaoxia Xiong, Hai Wang, Yicheng Li   +5 more
doaj   +1 more source

Hierarchical Novelty Detection for Traffic Sign Recognition

Sensors, 2022
Recent works have made significant progress in novelty detection, i.e., the problem of detecting samples of novel classes, never seen during training, while classifying those that belong to known classes. However, the only information this task provides about novel samples is that they are unknown.
Idoia Ruiz, Joan Serrat
openaire   +4 more sources

TRAFFIC SIGN DETECTION BASED ON BIOLOGICALLY VISUAL MECHANISM [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2012
TSR (Traffic sign recognition) is an important problem in ITS (intelligent traffic system), which is being paid more and more attention for realizing drivers assisting system and unmanned vehicle etc. TSR consists of two steps: detection and recognition,
X. Hu, X. Zhu, D. Li
doaj   +1 more source