• DocumentCode
    2010820
  • Title

    A Prototype System of Courtesy Amount Recognition for Chinese Bank Checks

  • Author

    Liu, Dong ; Chen, Youbin

  • Author_Institution
    Grad. Sch. at Shenzhen, Tsinghua Univ., Shenzhen, China
  • fYear
    2012
  • fDate
    27-29 March 2012
  • Firstpage
    53
  • Lastpage
    57
  • Abstract
    In this paper, we present a prototype system of courtesy amount recognition (CAR) for Chinese bank checks. The system deals with color check images and consists of five modules: skew correction, binarization, string extraction, segmentation and recognition. The whole system is designed under three principles: information fusion, complementary method combination and multi-hypotheses generation then evaluation. Information from color, gray and binary images is fused and complementary algorithms are applied for binarization and string extraction. Multi-hypotheses are made by keeping all possible candidates when ambiguous solutions exist in extraction and segmentation. Then the most suitable one is selected as the final result by evaluating the probabilities from recognition. Experiments show that our system is very promising based on a large number of real checks collected from different banks.
  • Keywords
    banking; image colour analysis; image recognition; CAR; Chinese bank checks; binarization; color check images; complementary method combination; courtesy amount recognition; image recognition; image segmentation; information fusion; multihypotheses generation; prototype system; skew correction; string extraction; Guidelines; Image color analysis; Image recognition; Image segmentation; Optical character recognition software; Pattern recognition; Seals; automatic bank check processing; courtesy amount recognition; document analysis; optical character recognition (OCR);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis Systems (DAS), 2012 10th IAPR International Workshop on
  • Conference_Location
    Gold Cost, QLD
  • Print_ISBN
    978-1-4673-0868-7
  • Type

    conf

  • DOI
    10.1109/DAS.2012.8
  • Filename
    6195334