• DocumentCode
    3300441
  • Title

    Multi-Resolution System for MRI (Magnetic Resonance Imaging) Image Compression: A Heterogeneous Wavelet Filters Bank Approach

  • Author

    Gornale, S.S. ; Humbe, V.T. ; Jambhorkar, S.S. ; Yannawar, Pravin ; Manza, R.R. ; Kale, K.V.

  • Author_Institution
    Dept. of Comput. Sci., Pune Univ., Pune
  • fYear
    2007
  • fDate
    14-17 Aug. 2007
  • Firstpage
    495
  • Lastpage
    500
  • Abstract
    In telemedicine, the storage of image and forwarding of image requires high storage space and high bandwidth respectively. To save the storage space and to reduce the bandwidth for communication; the image is to be compressed. Recently the multi-resolution technique by wavelet transform has emerged as a cutting edge technology within the field of image analysis and compression. Relatively new class of wavelets called multiwavelet; are new addition to the body of wavelet theory. Realizable as matrix-valued filter banks leading to wavelet basis, were introduced and which are able to posses all desirable properties like orthogonality, symmetry, and short support etc. simultaneously, which are needed for better performance compression. In this paper we have proposed a heterogeneous wavelet filter approach for MRI image compression. The performance of the proposed method is compared and analyzed in detail and the promising results and findings are presented.
  • Keywords
    biomedical MRI; data compression; image resolution; medical image processing; wavelet transforms; heterogeneous wavelet filters; image compression; magnetic resonance imaging; matrix-valued filter banks; multi-resolution system; telemedicine; wavelet transform; Bandwidth; Filter bank; Image coding; Image edge detection; Image storage; Magnetic resonance imaging; Space technology; Telemedicine; Wavelet analysis; Wavelet transforms; MRI Image compression; Multi- Resolution Techniques.; Number of Zeros (NZ); Retain Energy (RE); Wavelet Filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Graphics, Imaging and Visualisation, 2007. CGIV '07
  • Conference_Location
    Bangkok
  • Print_ISBN
    0-7695-2928-3
  • Type

    conf

  • DOI
    10.1109/CGIV.2007.60
  • Filename
    4293719