• DocumentCode
    3661152
  • Title

    A multiscale image compressor with RBFNN and Discrete Wavelet decomposition

  • Author

    Marcin Wozniak;Christian Napoli;Emiliano Tramontana;Giacomo Capizzi;Grazia Lo Sciuto;Robert K. Nowicki;Janusz T. Starczewski

  • Author_Institution
    Inst. of Math., Silesian Univ. of Technol., Gliwice, Poland
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This work presents a new adaptive technique for image compression based on Discrete Wavelet Transform (DWT) and Radial Basis Function Neural Networks (RBFNN). The technique can be employed both for lossless and lossy (higher) compression and has been devised in order to deal effectively with a large variety of images. Proposed solution performs well both in terms of computing time and memory. Its generality, flexibility and efficiency make it attractive for storage and transmission in the field of vision and multimedia systems.
  • Keywords
    "Image coding","Discrete wavelet transforms","Decoding","Optical imaging","Nickel"
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), 2015 International Joint Conference on
  • Electronic_ISBN
    2161-4407
  • Type

    conf

  • DOI
    10.1109/IJCNN.2015.7280461
  • Filename
    7280461
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3661152