Traffic Sign Recognition (TSR) is used to regulate traffic signs, warn a driver, and command or prohibit certain actions. Fast real-time and robust automatic traffic sign detection and recognition can support and disburden the driver and significantly increase driving safety and comfort. Automatic recognition of traffic signs is also important for an automated intelligent driving vehicle or for...

The detection and recognition of traffic signs in complex environments has received extensive attention, the correct small targets occluded are two key issues. This paper proposes a context-aware attention-driven weighted fusion network for sign detection. Specifically, design context module not only enhances diversity global features, but also reduces sensitivity convolution to objects. In add...

The traffic sign recognition system is a vital aspect of an intelligent transportation since it provides information to drivers help them drive more safely and effectively. This paper addresses some these concerns, which will be accomplished in two steps. first the detection signs, divided into stages. After picture has been preprocessed emphasize relevant information, signs are segmented based...

We present a new modular traffic signs recognition system, successfully applied to both American and European speed limit signs. Our sign detection step is based only on shape-detection (rectangles or circles). This enables it to work on grayscale images, contrary to most European competitors, which eases robustness to illumination conditions (notably night operation). Speed sign candidates are...