Efficient Component Labeling of Images of Arbitrary Dimension Represented by Linear Bintrees
IEEE Transactions on Pattern Analysis and Machine Intelligence
Real-time classification of traffic signs
Real-Time Imaging
Road sign classification using Laplace kernel classifier
Pattern Recognition Letters - Selected papers from the 11th scandinavian conference on image analysis
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Digital Image Processing
Road Sign Interpretation Using Matching Pursuit Method
SSIAI '00 Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation
Computer Vision and Image Understanding - Special issue on event detection in video
Image Processing - Principles and Applications
Image Processing - Principles and Applications
Color Image Processing
A color image segmentation approach for content-based image retrieval
Pattern Recognition
Digital Color Image Processing
Digital Color Image Processing
Efficient Image Retrieval Using Adaptive Segmentation of HSV Color Space
ICCSA '08 Proceedings of the 2008 International Conference on Computational Sciences and Its Applications
Using self-organising maps in the detection and recognition of road signs
Image and Vision Computing
Adaptive fuzzy color segmentation with neural network for road detections
Engineering Applications of Artificial Intelligence
Design of an automotive traffic sign recognition system targeting a multi-core SoC implementation
Proceedings of the Conference on Design, Automation and Test in Europe
Visual sign information extraction and identification by deformable models for intelligent vehicles
IEEE Transactions on Intelligent Transportation Systems
Detection of text on road signs from video
IEEE Transactions on Intelligent Transportation Systems
Road-Sign Detection and Recognition Based on Support Vector Machines
IEEE Transactions on Intelligent Transportation Systems
Real-Time Speed Sign Detection Using the Radial Symmetry Detector
IEEE Transactions on Intelligent Transportation Systems
Real-time traffic sign recognition in three stages
Robotics and Autonomous Systems
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The automatic detection of road signs is an application that alerts the vehicle's driver of the presence of signals and invites him to react on time in the aim to avoid potential traffic accidents. This application can thus improve the road safety of persons and vehicles traveling in the road. Several techniques and algorithms allowing automatic detection of road signs are developed and implemented in software and do not allow embedded application. We propose in this work an efficient algorithm and its hardware implementation in an embedded system running in real time. In this paper we propose to implement the application of automatic recognition of road signs in real time by optimizing the techniques used in different phases of the recognition process. The system is implemented in a Virtex4 FPGA family which is connected to a camera mounted in the moving vehicle. The system can be integrated into the dashboard of the vehicle. The performance of the system shows a good compromise between speed and efficiency.