• DocumentCode
    1697439
  • Title

    A new quantization algorithm for a wavelet compression scheme of coronary angiograms

  • Author

    Bezerianos, A. ; Munteanu, A. ; Cristea, P. ; Alexopoulos, D.

  • Author_Institution
    Dept. of Med. Phys., Patras Univ., Greece
  • fYear
    1996
  • Firstpage
    569
  • Lastpage
    572
  • Abstract
    New methods for image compression which are able to store and retrieve efficiently the images produced by a digital angiographic unit are needed for clinical use. Currently discrete cosine transform (DCT) based compression schemes (i.e. JPEG, MPEG) generate unacceptable block artefacts in coronary angiograms at high compression ratios, because of the block coefficients quantization. We propose a wavelet compression algorithm that overcomes fundamentally this drawback. Using a set of 40 coronary angiograms, we evaluated the method by analyzing several image quality factors: peak signal to noise ratio, compression ratio, maximum absolute difference and mean difference of gray levels and subjective evaluation. At the same compression ratio, the proposed technique outperforms the JPEG method in image quality presentation.
  • Keywords
    angiocardiography; data compression; diagnostic radiography; image coding; medical image processing; wavelet transforms; clinical use; compression ratio; coronary angiograms; digital angiographic unit; gray levels; image compression; image quality factors; maximum absolute difference; mean difference; peak signal to noise ratio; quantization algorithm; subjective evaluation; wavelet compression scheme; Compression algorithms; Discrete cosine transforms; Image analysis; Image coding; Image quality; Image retrieval; PSNR; Quantization; Signal analysis; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 1996
  • Conference_Location
    Indianapolis, IN, USA
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-3710-7
  • Type

    conf

  • DOI
    10.1109/CIC.1996.542600
  • Filename
    542600