• DocumentCode
    1968030
  • Title

    Using reinforcement learning for image thresholding

  • Author

    Shokri, Maryam ; Tizhoosh, Hamid R.

  • Author_Institution
    Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada
  • Volume
    2
  • fYear
    2003
  • fDate
    4-7 May 2003
  • Firstpage
    1231
  • Abstract
    This paper introduces a reinforcement-learning concept to find the optimal threshold for digital images. The proposed approach can integrate human expert knowledge in an objective or subjective way to overcome the shortcomings of existing methods.
  • Keywords
    image segmentation; learning (artificial intelligence); digital images; human expert knowledge; image thresholding; reinforcement learning; Design engineering; Digital images; Graphical user interfaces; Histograms; Humans; Image processing; Learning; Lighting; Shape; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2003. IEEE CCECE 2003. Canadian Conference on
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-7781-8
  • Type

    conf

  • DOI
    10.1109/CCECE.2003.1226121
  • Filename
    1226121
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1968030