• DocumentCode
    2552144
  • Title

    Comparative analysis of filtering techniques for ultrasound images of bone fracture

  • Author

    Zain, Muhammad Luqman Bin Muhd ; Elamvazuthi, Irraivan ; Begam, Mumtaj

  • Author_Institution
    Electr. & Electron. Eng. Dept., Univ. Teknol. PETRONAS, Tronoh, Malaysia
  • fYear
    2010
  • fDate
    15-17 June 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Ultrasound imaging is one of the imaging techniques that commonly used in the medical imaging beside x-ray, MRI and CT scan. It is a technique that provides noninvasive, nondestructive and also low cost for imaging. However, ultrasound imaging will afford images with a speckle noise which make the images unclear and this is a failing of ultrasound. Therefore, to enhance the ultrasound images of long bone fracture, a study was carried out and it involved contrast enhancement of the image using filtering techniques such as Average, Median and Wiener Filters for the speckle reduction. The level of improvement obtained through these three filtering techniques is discussed in this paper. Amongst the three techniques, the Wiener Filtering is a better technique in reducing the speckle without fully eliminating the image edges. It was found through visual inspection and histogram analysis.
  • Keywords
    Wiener filters; biomechanics; biomedical ultrasonics; bone; image denoising; image enhancement; medical image processing; ultrasonic imaging; CT scan; MRI; Wiener filters; X-ray imaging; average filters; bone fracture; comparative analysis; contrast enhancement; filtering techniques; histogram analysis; median filters; medical imaging; nondestructive method; noninvasive method; speckle noise; ultrasound imaging; visual inspection; Adaptive filters; Filtering; Histograms; Noise; Speckle; Ultrasonic imaging; Wiener filter; average filter; contrast enhancement; histogram equalization; median filter; ultrasound imaging; wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent and Advanced Systems (ICIAS), 2010 International Conference on
  • Conference_Location
    Kuala Lumpur, Malaysia
  • Print_ISBN
    978-1-4244-6623-8
  • Type

    conf

  • DOI
    10.1109/ICIAS.2010.5716219
  • Filename
    5716219