• DocumentCode
    1844201
  • Title

    Efficient image compression with detecting text regions

  • Author

    Kaneko, Shin ; Sugaya, Yoshiko ; Omachi, Shinichiro

  • Author_Institution
    Grad. Sch. of Eng., Tohoku Univ., Sendai, Japan
  • Volume
    1
  • fYear
    2012
  • fDate
    21-25 Oct. 2012
  • Firstpage
    650
  • Lastpage
    653
  • Abstract
    Various image and video compression methods have been developed so far for data reduction. However, necessary information of an original image or video may be degraded if the image is highly compressed without considering the importance of each region in the image. In this paper, we propose a method to detect regions that are important for humans in an image and compress the image efficiently by changing the compression rate according to the importance. We assume that text in an image is important and propose a method for detecting important text regions with the edge information and saliency map.
  • Keywords
    data compression; edge detection; video coding; edge information; image compression; image compression methods; saliency map; text region detection; video compression methods; JPEG; edge; image compression; saliency map; text detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2012 IEEE 11th International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2164-5221
  • Print_ISBN
    978-1-4673-2196-9
  • Type

    conf

  • DOI
    10.1109/ICoSP.2012.6491571
  • Filename
    6491571