• DocumentCode
    2618677
  • Title

    Hybrid DWT-DCT algorithm for biomedical image and video compression applications

  • Author

    Shrestha, Suchitrac ; Wahid, Khan

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Saskatchewan, Saskatoon, SK, Canada
  • fYear
    2010
  • fDate
    10-13 May 2010
  • Firstpage
    280
  • Lastpage
    283
  • Abstract
    Digital image and video in their raw form require an enormous amount of storage capacity. Considering the important role played by digital imaging and video in medical and health science, it is necessary to develop a system that produces high degree of compression while preserving critical image/video information. In this paper, we present a hybrid algorithm that performs the discrete cosine transform on the discrete wavelet transform coefficients. Simulation has been carried out on several medical and endoscopic images and videos. The results show that the proposed hybrid algorithm performs much better in term of peak-signal-to-noise-ratio with a higher compression ratio compared to standalone DCT and DWT algorithms. The scheme is intended to be used as the image/video compressor engine in medical imaging and video applications, such as, telemedicine and wireless capsule endoscopy.
  • Keywords
    data compression; discrete wavelet transforms; medical image processing; video coding; biomedical image; discrete cosine transform; discrete wavelet transform coefficients; health science; hybrid DWT-DCT algorithm; image information; medical science; peak-signal-to-noise-ratio; video compression applications; video information; Biomedical imaging; Computed tomography; Discrete wavelet transforms; Image resolution; Larynx; Quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-7165-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2010.5605474
  • Filename
    5605474