• DocumentCode
    975621
  • Title

    Artificial neural network for image compression

  • Author

    Sicuranza, Giovanni L. ; Romponi, G. ; Marsi, Stefano

  • Author_Institution
    Treiste Univ., Italy
  • Volume
    26
  • Issue
    7
  • fYear
    1990
  • fDate
    3/29/1990 12:00:00 AM
  • Firstpage
    477
  • Lastpage
    479
  • Abstract
    An artificial neural network is proposed which is able to compress an image by computing a nonlinear nonorthogonal transform and its inverse. The network is trained with small blocks extracted from an image; after the learning phase, it proves to give satisfactory performances both for the learned and for different unlearned images.
  • Keywords
    data compression; learning systems; neural nets; picture processing; transforms; artificial neural network; image compression; inverse transform; learning phase; network training; nonlinear nonorthogonal transform;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19900310
  • Filename
    50241
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=975621