• DocumentCode
    627254
  • Title

    An improved method for 7-segment numeric character recognition

  • Author

    Hasan, Md Maodudul ; Rahaman, Arifur ; Maswood, Mirza Md Shahriar ; Rahman, Md Mamunur

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Khulna Univ. of Eng. & Technol., Khulna, Bangladesh
  • fYear
    2013
  • fDate
    17-18 May 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Text information recognition is very important because of its vast application. Also for the digitalized system, now a day´s in many applications numeric characters are represented in a digital manner i.e 7-segment representation. And recognition of the digital numerical character is getting more popularity day by day. In this paper we proposed a new method for recognizing the 7-segment numeric character. For this purpose we take each segment as a video frame input by web-cam using a red colored object. And then we apply our proposed algorithm which works into three steps: 1) detecting the red color from a frame and finding the frame either it is a row frame or column frame 2) applying a process called numeric character grouping which is done to set the frames into a certain category 3) and then according to the position of row and column of the segment or number of row and column of the segment, a particular numeric character is recognized. The results of the experiments are very promising. In our proposed method, if the frames can take properly then the recognition rate is 100%.
  • Keywords
    character recognition; image colour analysis; object detection; video signal processing; 7-segment numeric character recognition; Web-cam; column frame; digitalized system; numeric character grouping; red color detection; red colored object; row frame; text information recognition; video frame; Character recognition; Educational institutions; Handwriting recognition; Image color analysis; Image recognition; Image segmentation; Licenses; 7-segment numeric character; character recognition; color detection; numeric character grouping; row frame and column frame;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics, Electronics & Vision (ICIEV), 2013 International Conference on
  • Conference_Location
    Dhaka
  • Print_ISBN
    978-1-4799-0397-9
  • Type

    conf

  • DOI
    10.1109/ICIEV.2013.6572607
  • Filename
    6572607