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
Link To Document :
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