Colour and shape are basic characteristics of traffic signs which are used both by the driver and to develop artificial traffic sign recognition systems. However, these sign features have not been represented robustly in the earlier developed recognition systems, especially in disturbed viewing conditions. In this study, this information is represented by using a human vision colour appearance ...

Detection and recognition of traffic signs in a video streams consist of two steps: the detection of signs in the road scene and the recognition of their type. We usually evaluate globally this process. This evaluated approach unfortunately does not allow to finely analyze the performance of each step. It is difficult to know what step needs to be improved to obtain a more efficient system. Our...

In recent years, assisted driving and autonomous technology have been paid more attention to by the public. Road sign recognition is of great practical significance for realization auto-driving technology. actual traffic environment, signs problems small detectable volume, low resolution, unclear characteristics, easy be disturbed environment. order better realize road recognition, this paper i...

A variety of pipelines are distributed under urban roads. The upgrading is bound to occupy certain road resources, compress the driving space motor vehicles for a long time, aggravate traffic congestion in construction section, and then affect operation whole region. reasonable layout signs inducement guide flow area where section located conducive promoting balanced distribution regional netwo...

As we receive 80 % of information visually, we can say that the age of visual communications in which we live belongs to signs. In this essay we do not observe signs individually, but as a part of organized Information and Communication systems [1]. High mobility of population nowadays more than ever involves the awareness of signs and their meanings, whether they are related to traffic, orient...

The community, and especially the family, affects children’s traffic safety. Parents influence current future behaviors. Numerous studies have demonstrated a relationship between parenting style behavioral problems such as antisocial behaviors delinquency, so modification of styles could positive impact on interactions parents children. In literature safety, parental has long been recognized an...

We present an approach to recognition of Croatian traffic signs based on convolutional neural networks (CNNs). A library for quick prototyping of CNNs, with an educational scope, is first developed. An architecture similar to LeNet-5 is then created and tested on the MNIST dataset of handwritten digits where comparable results were obtained. We analyze the FERMASTIF TS2010 dataset and propose a...