• DocumentCode
    3634764
  • Title

    The influence of the MLP´s output dimension on its performance in image restoration

  • Author

    A. Dumitras;V. Lazarescu

  • Author_Institution
    Dept. of Electron. & Telecommun., Politehnic Inst. of Bucharest, Romania
  • Volume
    1
  • fYear
    1996
  • Firstpage
    329
  • Abstract
    The influence of the multilayer perceptron´s output dimension on its performance in digital image restoration is studied. We present experimental results for images degraded with Gaussian noise, mixed (Gaussian and impulsive) noise, and pure impulsive noise, together with preliminary conclusions concerning improvement of multilayer perceptron´s performance in the image restoration task.
  • Keywords
    "Image restoration","Degradation","Gaussian noise","Nonlinear filters","Artificial neural networks","Multilayer perceptrons","Nonhomogeneous media","Digital images","Statistics","Signal processing"
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1996. ISCAS ´96., Connecting the World., 1996 IEEE International Symposium on
  • Print_ISBN
    0-7803-3073-0
  • Type

    conf

  • DOI
    10.1109/ISCAS.1996.539896
  • Filename
    539896
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3634764