• DocumentCode
    459014
  • Title

    Field Extraction Based on Two-level Regulated HMT in Auto Form Processing

  • Author

    He, Xiuling ; Yang, Yang ; Chen, Zengzhao ; Yu, Ying ; Dong, Cailin

  • Author_Institution
    Inf. Eng. Sch., Univ. of Sci. & Technol., Beijing
  • Volume
    2
  • fYear
    2006
  • fDate
    16-18 Oct. 2006
  • Firstpage
    716
  • Lastpage
    719
  • Abstract
    Data fields in a form contain invaluable information so that field data extraction is important in form processing. Most conventional data extraction methods depend on the line frames. However there are many types of forms such as table-form and non table-form that are without line frames and popularly used in our daily lives as well. A new field locating method using priori knowledge is proposed. It is based on two-level regulated hit or miss transform features of form background. The feasibility of the method is proved theoretically. Experiments and application show that it is several dozen times faster than ordinary regulated hit or miss transform and the correct rate is satisfied with real applications
  • Keywords
    business forms; document image processing; feature extraction; auto form processing; field data extraction; field locating method; hit-and-miss transform; Computer science; Data engineering; Data mining; Image segmentation; Labeling; Mathematics; Morphological operations; Noise reduction; Noise robustness; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    0-7695-2528-8
  • Type

    conf

  • DOI
    10.1109/ISDA.2006.253699
  • Filename
    4021751