• DocumentCode
    347352
  • Title

    Quantitative image quality improvement in spatially filtered image sequences

  • Author

    Jabri, Kadri N. ; Wilson, David L.

  • Author_Institution
    Dept. of Biomed. Eng., Case Western Reserve Univ., Cleveland, OH, USA
  • Volume
    2
  • fYear
    1999
  • fDate
    36434
  • Abstract
    We quantitatively investigated the effect of simulated edge-preserving spatial filtering on image quality of simulated X-ray fluoroscopy images. Using very objective detection tests with human-observers, we compared image quality in image sequences with that in single frames. Although the effect in single frames was insignificant, spatial filtering improved detection in sequences by as much as 23%. In both cases, pixel noise reduction, a measure often used to assess filters, clearly overestimated filter effectiveness. We conclude that edge-preserving filtering is more effective in sequences than in single images and that such filtering may be used to improve image quality in noisy image sequences
  • Keywords
    diagnostic radiography; image sequences; medical image processing; medical signal detection; noise; spatial filters; filter effectiveness; human-observers; noisy image sequences; pixel noise reduction; quantitative image quality improvement; simulated X-ray fluoroscopy images; simulated edge-preserving spatial filtering; single frames; spatially filtered image sequences; very objective detection tests; Background noise; Filtering; Image edge detection; Image quality; Image sequences; Noise measurement; Noise reduction; Object detection; Pixel; Spatial filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    [Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
  • Conference_Location
    Atlanta, GA
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5674-8
  • Type

    conf

  • DOI
    10.1109/IEMBS.1999.804308
  • Filename
    804308