• DocumentCode
    3121737
  • Title

    Text detection in bus panel for visually impaired people ??seeing?? bus route number

  • Author

    Chun-Ming Tsai ; Zong-Mu Yeh

  • Author_Institution
    Dept. of Comput. Sci., Taipei Municipal Univ. of Educ., Taipei, Taiwan
  • Volume
    03
  • fYear
    2013
  • fDate
    14-17 July 2013
  • Firstpage
    1234
  • Lastpage
    1239
  • Abstract
    A text detection method is proposed to help visually impaired persons to "see" bus route numbers in the text region on the bus panel. Because the bus will be moving, the proposed method includes moving bus detection, bus panel detection, and text detection to detect the moving bus, bus panel, and text region, respectively. Experimental results show that the performance of the proposed method is better than conventional two frame differencing method. Furthermore, the proposed method reduces the time complexity and has 100% text detection rate for the training and testing video.
  • Keywords
    computational complexity; handicapped aids; image motion analysis; object detection; video signal processing; bus panel detection; bus route number; frame differencing method; moving bus detection; testing video; text detection method; text region; time complexity; visually impaired people; Abstracts; Cameras; Diabetes; Image segmentation; Bus panel detection; Moving bus detection; Text detection; Visually impaired person;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
  • Conference_Location
    Tianjin
  • Type

    conf

  • DOI
    10.1109/ICMLC.2013.6890778
  • Filename
    6890778