• DocumentCode
    1650811
  • Title

    Transparent Text Detection and Background Recovery

  • Author

    Xinhao Liu ; Chiba, Naoki

  • Author_Institution
    Grad. Sch. of Sci. & Eng., Tokyo Inst. of Technol., Tokyo, Japan
  • fYear
    2013
  • Firstpage
    642
  • Lastpage
    646
  • Abstract
    We propose two methods for detecting transparent text in images and recovering the background behind the text. Although text detection in natural scenes is an active research area, most current methods are focused on non-transparent text. To detect transparent text, we developed an adaptive edge detection method for edge-based text detection that can accurately detect text even under low contrast, which is common among transparent text images and a method for recovering the original background content behind the detected transparent text. Experiments using real images show the effectiveness of the proposed methods.
  • Keywords
    edge detection; image segmentation; text analysis; adaptive edge detection method; background recovery; edge-based text detection; natural scenes; nontransparent text; original background content; transparent text detection; transparent text images; Colored noise; Detectors; Image color analysis; Image edge detection; Image segmentation; Pattern recognition; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ACPR), 2013 2nd IAPR Asian Conference on
  • Conference_Location
    Naha
  • Type

    conf

  • DOI
    10.1109/ACPR.2013.57
  • Filename
    6778397