An overview of traffic sign detection and classification methods
Y Saadna, A Behloul - International journal of multimedia information …, 2017 - Springer
Over the last few years, different traffic sign recognition systems were proposed. The present
paper introduces an overview of some recent and efficient methods in the traffic sign …
paper introduces an overview of some recent and efficient methods in the traffic sign …
ObjectDetect: A Real‐Time Object Detection Framework for Advanced Driver Assistant Systems Using YOLOv5
In the recent times, there has been a lot of speculation related to advanced driver‐
assistance system (ADAS) which provides best driving experience for the drivers. ADAS …
assistance system (ADAS) which provides best driving experience for the drivers. ADAS …
Improved traffic sign detection and recognition algorithm for intelligent vehicles
J Cao, C Song, S Peng, F Xiao, S Song - Sensors, 2019 - mdpi.com
Traffic sign detection and recognition are crucial in the development of intelligent vehicles.
An improved traffic sign detection and recognition algorithm for intelligent vehicles is …
An improved traffic sign detection and recognition algorithm for intelligent vehicles is …
Transfer learning based hybrid 2D-3D CNN for traffic sign recognition and semantic road detection applied in advanced driver assistance systems
K Bayoudh, F Hamdaoui, A Mtibaa - Applied Intelligence, 2021 - Springer
Annually, deep learning algorithms have proven their effectiveness in many vision-based
applications, such as autonomous driving, traffic, and congestion monitoring, and so on. In …
applications, such as autonomous driving, traffic, and congestion monitoring, and so on. In …
A lightweight convolutional neural network (CNN) architecture for traffic sign recognition in urban road networks
Recognizing and classifying traffic signs is a challenging task that can significantly improve
road safety. Deep neural networks have achieved impressive results in various applications …
road safety. Deep neural networks have achieved impressive results in various applications …
Indian traffic sign detection and recognition
A Alam, ZA Jaffery - International Journal of Intelligent Transportation …, 2020 - Springer
Abstract Traffic Sign Recognition system is a very significant part of the Intelligent
Transportation System, as traffic signs assist the drivers to drive more carefully and …
Transportation System, as traffic signs assist the drivers to drive more carefully and …
Hardware implementation and validation of a traffic road sign detection and identification system
R Hmida, A Ben Abdelali, A Mtibaa - Journal of Real-Time Image …, 2018 - Springer
Reconfigurability and parallel computing capability of field programmable gate array (FPGA)
devices are highly exploited in real-time digital image and video processing applications. In …
devices are highly exploited in real-time digital image and video processing applications. In …
Real-Time Detection and Recognition of Road Traffic Signs using MSER and Random Forests.
X Kuang, W Fu, L Yang - International Journal of Online …, 2018 - search.ebscohost.com
Real-time detection and recognition of road traffic signs plays an important role in advanced
driving assistance system. Typically, the region of interest (ROI) method is effective in feature …
driving assistance system. Typically, the region of interest (ROI) method is effective in feature …
SignParser: An End-to-End Framework for Traffic Sign Understanding
In intelligent transportation systems, parsing traffic signs and transmitting traffic information
to humans is an urgent need. However, despite the success achieved in the detection and …
to humans is an urgent need. However, despite the success achieved in the detection and …
Recognition of cursive video text using a deep learning framework
This study focuses on cursive text recognition appearing in videos, using a complete
framework of deep neural networks. While mature video optical character recognition …
framework of deep neural networks. While mature video optical character recognition …