Abstract Intelligent Transportation System (ITS), including unmanned vehicles, has been gradually matured despite on road. How to eliminate the interference due various environmental factors, carry out accurate and efficient traffic sign detection recognition, is a key technical problem. However, traditional visual object recognition mainly relies feature extraction, e.g., color edge, which lim...