Road Traffic Sign Saliency Map Model

نویسندگان

  • Woong-Jae Won
  • Sungmoon Jeong
  • Minho Lee
چکیده

In this paper, we propose a new pre-processing method for detecting road traffic sign based on visual saliency map model. Since the road traffic sign boards have dominent color contrast against environment, we consider the color opponents information with center surround difference normalization as an input feature extraction, which is effective to reduce noise influence as well as intensify the sign board color characteristics. Also, the edge feature map is considered to reflect the shape characteristics of the traffic sign boards. The weighted sum of the color feature map and edge feature map finally constructs road traffic sign saliency map. Computational experiment results show that the proposed method can successfully reinforce a road traffic sign board and inhibit the complex background traffic environment.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Saillance de la signalisation verticale dans les images routières : étude de la faisabilité d'un outil de diagnostic. (Road signs saliency in road images : feasibility study of a diagnostic tool)

Road signs play a significant role in traffic control and road safety trough driver’s guidance, warning, and information. They are the main communication media towards the drivers. To be effective, they must be visible, legible and comprehensible. Road engineers and traffic manager, respectively aim at designing and placing in the road environment, road signs enough salient so that they attract...

متن کامل

A Model for Automatic Diagnostic of Road Signs Saliency

Road signs, the main communication media towards the drivers, play a significant role in road safety and traffic control through drivers‟ guidance, warning, and information. However, not all traffic signs are seen by all drivers, which sometimes lead to dangerous situations. In order to manage safer roads, the estimation of the legibility of the road environment is thus of importance for road e...

متن کامل

Re-usability of traffic signs for inactive drivers with consideration of personal characteristics and sign features

There has been an increasing concern about inactive drivers who would easily lead to road accidents and fatalities once return to driving. This study investigated the re-usability of traffic signs for inactive drivers with consideration of driver factors and cognitive sign features. Fifty-seven Hong Kong Chinese, who possessed a full driving license but had not driven for an extended period, co...

متن کامل

Saliency and Active Contour based Traffic Sign Detection

In this paper, we propose a new approach to detect salient traffic signs, which is based on visual saliency and auto-generated strokes for image segmentation. The proposed algorithm deals with two tasks on detecting traffic signs: auto-location and auto extraction. Firstly, inspired by recent work of visual saliency detection, we obtain the location of traffic signs in a natural image by multi-...

متن کامل

A Novel Approach to Background Subtraction Using Visual Saliency Map

Generally human vision system searches for salient regions and movements in video scenes to lessen the search space and effort. Using visual saliency map for modelling gives important information for understanding in many applications. In this paper we present a simple method with low computation load using visual saliency map for background subtraction in video stream. The proposed technique i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007