• DocumentCode
    2762873
  • Title

    Robust extraction of characters from color scene image using mathematical morphology

  • Author

    Gu, Lixu ; Kaneko, Toyohisa ; Tanaka, Naoki ; Haralick, R.M.

  • Author_Institution
    Toyohashi Univ. of Technol., Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    16-20 Aug 1998
  • Firstpage
    1002
  • Abstract
    Current character extraction systems for scene images are not robust for most real-world applications. In contrast, the system present here achieves robust performance by using morphological segmentation. This paper describes a new morphological segmentation algorithm-differential top-hats (DTT). In, addition, a complete system for extraction of characters from color scene images is presented. The system was verified through experiments on sequences of outdoor color images with varying external conditions. A high average extraction rate of 95% is obtained
  • Keywords
    feature extraction; image recognition; image segmentation; mathematical morphology; optical character recognition; transforms; DTT; color scene image; differential top-hat transformations; mathematical morphology; morphological segmentation algorithm; robust character extraction; Layout; Morphology; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
  • Conference_Location
    Brisbane, Qld.
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-8512-3
  • Type

    conf

  • DOI
    10.1109/ICPR.1998.711858
  • Filename
    711858