• DocumentCode
    2481589
  • Title

    On the Design of a Class of Odd-Length Biorthogonal Wavelet Filter Banks for Signal and Image Processing

  • Author

    Baradarani, Aryaz ; Mendapara, Pankajkumar ; Wu, Q. M Jonathan

  • Author_Institution
    Electr. & Comput. Eng., Univ. of Windsor, Windsor, ON, Canada
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    2282
  • Lastpage
    2285
  • Abstract
    In this paper, we introduce an approach to the design of odd-length biorthogonal wavelet filter banks based on semidefinite programming employing Bernstein polynomials. The method is systematic and renders a simple optimization problem, yet it offers wavelet filters ranging from maximally flat to maximal passband/stopband width. The odd-length biorthogonal filter pairs are then used in multi-focus imaging to obtain a fully-focused image from a set of registered semi-focused input images at varying focus employing the distance transform and exponentially decaying function on the subbands in wavelet domain. Various images are tested and experimental results compare favorably to recent results in literature.
  • Keywords
    channel bank filters; convex programming; image registration; polynomials; wavelet transforms; Bernstein polynomials; convex programming; distance transform; exponential decaying function; image processing; maximal passband width; multifocus imaging; odd-length biorthogonal wavelet filter banks; optimization problem; semidefinite programming; semifocused input image registration; signal processing; stopband width; Discrete wavelet transforms; Image fusion; Imaging; Passband; Polynomials; Programming; Semidefinite programming; biorthogonal filter banks; distance transform; exponentially decaying function; multi-focus imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2010 20th International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-7542-1
  • Type

    conf

  • DOI
    10.1109/ICPR.2010.1141
  • Filename
    5595985