• DocumentCode
    3341409
  • Title

    Handling of Surface Modifications for Robust Image Based Mail Piece Comparison

  • Author

    Worm, Katja ; Meffert, Beate

  • Author_Institution
    Siemens ElectroCom Postautomation GmbH, Berlin
  • fYear
    2008
  • fDate
    16-19 Sept. 2008
  • Firstpage
    637
  • Lastpage
    643
  • Abstract
    Image based mail piece identification is a new technology for optimizing the postal sorting process. Exploiting the mail piece surface uniqueness, characteristic features are used to identify each mail piece within a large amount of mail pieces. This process facilitates the storage of mail piece relevant data and its assignment in different sorting steps without manipulating the mail piece surface. Mail piece transportation and the mechanical mail piece sorting process may cause address and label movements, image rotations and further application-specific modifications. In contrast to other document identification systems image based mail piece identification requires high robustness towards above mentioned surface modifications for stable identification. This paper introduces four identification models for these special scenarios. Based on the proposed models text based feature extraction methods, feature representations and in particular appropriate distance metrics are presented which guarantee a robust mail piece identification. The applicability of the proposed procedure is shown in different experiments.
  • Keywords
    document image processing; mailing systems; postal services; document identification systems; image rotations; label movements; mail piece surface uniqueness; mail piece transportation; mechanical mail piece sorting process; postal sorting process; robust image-based mail piece comparison; surface modifications handling; Costs; Data mining; Feature extraction; Image databases; Postal services; Robustness; Sorting; Spatial databases; Transportation; Visual databases; Document Similarity; Line Profile Comparison; Mail Piece Identification; Surface Modifications; Text Comparison;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis Systems, 2008. DAS '08. The Eighth IAPR International Workshop on
  • Conference_Location
    Nara
  • Print_ISBN
    978-0-7695-3337-7
  • Type

    conf

  • DOI
    10.1109/DAS.2008.39
  • Filename
    4670016