• DocumentCode
    2500348
  • Title

    Decision Trees for Fast Thinning Algorithms

  • Author

    Grana, Costantino ; Borghesani, Daniele ; Cucchiara, Rita

  • Author_Institution
    Dipt. di Ing. dell´´Inf., Univ. degli Studi di Modena e Reggio Emilia, Modena, Italy
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    2836
  • Lastpage
    2839
  • Abstract
    We propose a new efficient approach for neighborhood exploration, optimized with decision tables and decision trees, suitable for local algorithms in image processing. In this work, it is employed to speed up two widely used thinning techniques. The performance gain is shown over a large freely available dataset of scanned document images.
  • Keywords
    decision tables; decision trees; document image processing; image thinning; decision tables; decision trees; fast thinning algorithms; image processing; neighborhood exploration; scanned document images; thinning techniques; Clocks; Decision trees; Heuristic algorithms; Parallel algorithms; Pixel; Table lookup; decision table; decision tree; thinning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2010 20th International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-7542-1
  • Type

    conf

  • DOI
    10.1109/ICPR.2010.695
  • Filename
    5597049
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2500348