Title :
Proposal of symbol mark detection using one-dimensional histogram and Polytope figure extraction method
Author :
Liu, Yue ; Kitazono, Yuhki ; Nakashima, Shota ; Zhang, Lifeng ; Serikawa, Seiichi
Author_Institution :
Kyushu Inst. of Technol., Kitakyushu, Japan
Abstract :
Recently, researches and developments in vehicle safety system has been intensively conducted. In the research field of intelligent transportation systems (ITS), various methods have been made to concern road signs, which can be automatically recognized by driver-support systems. Human characteristics are important factors of traffic accidents. However, research is only focused on the road signs, not in the driver information analysis. Because of this, we describe a new method to extract symbol mark using one-dimensional histogram and Polytope. The method utilizes the Polytope method, which is one of minimization algorithms. For extraction of figures, one-dimensional histogram is proposed. Analysis of the results,we found that, this algorithm is simple, need less memory space, and processing quickly.
Keywords :
driver information systems; edge detection; feature extraction; minimisation; road accidents; road safety; road traffic; driver information analysis; driver-support system; intelligent transportation system; minimization algorithm; one-dimensional histogram; polytope figure extraction method; road sign; symbol mark detection; traffic accident; vehicle safety system; Accidents; Algorithm design and analysis; Driver circuits; Histograms; Pixel; Roads; Transforms;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7047-1
DOI :
10.1109/ICICIP.2010.5564350