• DocumentCode
    2173277
  • Title

    FPGA based digital image restoration using multiresolution transform based filtering

  • Author

    Latha, T. ; Sasi Kumar, M. ; Raj, A.A.

  • Author_Institution
    EIE Dept., Noorul Islam Coll. of Eng., Kumaracoil
  • fYear
    2007
  • fDate
    20-22 Dec. 2007
  • Firstpage
    625
  • Lastpage
    628
  • Abstract
    Multiresolution processing of an image has become increasingly important in the present application areas like image restoration, filtering, enhancement, compression, etc. Although the Fourier transform has been the mainstay of transform-based image processing, a more recent transformation, called the wavelet transform, now makes it easier to compress, transmit, and analyze many images. Another multiscale approach which is an alternative to wavelet transform, is the multiresolution median transform. It is a non-linear transform and offers advantages for robust smoothing. This paper presents the VLSI implementation of multiresolution transform based filtering impulse noise from images. This transform has many advantages in comparison with wavelet transform, such as fast computation, error-free reconstruction, etc. synthesis is performed with Xilinx spartan-II FPGA which yields users high performance, unlimited reprogrammability, very low cost and provides system clocks upto 200 MHz.
  • Keywords
    Fourier transforms; VLSI; field programmable gate arrays; filtering theory; image resolution; image restoration; median filters; wavelet transforms; FPGA; Fourier Transform; VLSI implementation; digital image restoration; impulse noise filtering; multiresolution median transform; multiresolution transform based filtering; nonlinear transform; robust smoothing; transform-based image processing; wavelet transform; decimation; interpolation; median filter; multiresolution co-efficients;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Information and Communication Technology in Electrical Sciences (ICTES 2007), 2007. ICTES. IET-UK International Conference on
  • Conference_Location
    Tamil Nadu
  • ISSN
    0537-9989
  • Type

    conf

  • Filename
    4735871