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Author:

Xu, Zhi (Xu, Zhi.) | Guan, Hongzhi (Guan, Hongzhi.) (Scholars:关宏志) | Yan, Hai (Yan, Hai.)

Indexed by:

EI Scopus

Abstract:

The prediction of fixation on traffic signs was conducted based on image characteristics. The fixation prediction model which is based on a model of visual attention was set up and improved through the process of Gaussian pyramid creation, visual feature extraction and conspicuity map generation, as well as the saliency map generation. The model was validated with the aid of an eye tracking system. Similarity and linear distance were selected as two indicators to evaluate the accuracy of model. The experimental results show that the model has a good accuracy on the prediction of traffic sign with both letters and symbols. © 2011 ASCE.

Keyword:

Traffic signs Behavioral research Eye tracking Forecasting Image segmentation

Author Community:

  • [ 1 ] [Xu, Zhi]Beijing Transportation Engineering Key Laboratory, Beijing University of Technology, No.100 Pingleyuan, Chaoyang Dist., Beijing, China
  • [ 2 ] [Guan, Hongzhi]Beijing Transportation Engineering Key Laboratory, Beijing University of Technology, No.100 Pingleyuan, Chaoyang Dist., Beijing, China
  • [ 3 ] [Yan, Hai]Beijing Transportation Engineering Key Laboratory, Beijing University of Technology, No.100 Pingleyuan, Chaoyang Dist., Beijing, China

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Source :

Year: 2011

Page: 1627-1639

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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