Title :
Improved noise reduction algorithms for medical X-ray images
Author :
Bing Luo ; Zhongyu Sun ; Min Xue ; Hongbo Liu
Author_Institution :
Sch. of Inf. Eng., Wuyi Univ., Jiangmen, China
Abstract :
Conventional mean filtering and median filtering were used for noise reduction for medical X-ray images but suffered from losing detail information. This paper proposed improved noise reduction algorithms which reduce white noise mixed with salt and pepper noise while remain more details. The improvements are based on combination with mean filter, median filter and threshold filter. Simulation experiments show that the proposal can effectively increase medical X-ray image SNR and get better visual effect.
Keywords :
diagnostic radiography; image denoising; median filters; medical image processing; white noise; conventional mean filtering; improved noise reduction algorithms; median filtering; medical X-ray image SNR; pepper noise; salt noise; threshold filter; visual effect; white noise reduction; Biomedical imaging; Filtering; White noise; Wiener filters; X-ray imaging; mean filtering; median filtering; medical X-ray image; noise reduction;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2013 3rd International Conference on
Conference_Location :
Xianning
Print_ISBN :
978-1-4799-2859-0
DOI :
10.1109/CECNet.2013.6703346