Title :
Ultrasound Medical Image Speckle Reduction Using Fourth-Order Partial Differential Equation
Author :
Keikhosravi, Adib ; Hashemi-Berenjabad, Seyyedhadi
Author_Institution :
Electr. Eng. Dept., Sharif Univ. of Technol., Tehran, Iran
Abstract :
One of the drawbacks to post-process and to interpret ultrasound medical images is speckle noise. In this paper we used fourth-order partial differential equation method proposed by Lysaker et al. for speckle reduction of ultrasound images. We used two groups of images first was the synthesized noisy image and second is real ultrasonic images. A comparison between our results and to other methods showed that PDE has better SNR and PSNR in most levels of speckle.
Keywords :
image denoising; interference suppression; medical image processing; partial differential equations; ultrasonic imaging; PDE; PSNR; partial differential equation; speckle noise reduction; ultrasound medical image; Biomedical imaging; Filtering; Noise measurement; PSNR; Speckle; Ultrasonic imaging;
Conference_Titel :
Machine Vision and Image Processing (MVIP), 2011 7th Iranian
Conference_Location :
Tehran
Print_ISBN :
978-1-4577-1533-4
DOI :
10.1109/IranianMVIP.2011.6121544