DocumentCode
687021
Title
An edge-preserving total variation denoising method for DECT image
Author
Le Shen ; Yuxiang Xing
Author_Institution
Nuctech Co., Beijing, China
fYear
2013
fDate
Oct. 27 2013-Nov. 2 2013
Firstpage
1
Lastpage
4
Abstract
Noise in CT images can be a critical issue which degrade image quality and affect diagnosis and inspection. Dual energy CT posed a promising future in better contrast and material discrimination. However, DECT images, such as electron density and atomic reconstructions, normally have their own noise features and are difficult to describe the noise property. Denoising DECT images without harm any resolution is important for practical applications. In this work, we proposed an edge-preserving total variation based denoising method by incorporating the structural information from a low-noise image available which in DECT imaging case would be low/high energy attenuation reconstruction. The method is evaluated on practical experiments and gain very good performance.
Keywords
computerised tomography; image denoising; image reconstruction; medical image processing; DECT image denoising; atomic reconstructions; dual energy CT; edge-preserving total variation denoising method; electron density; high energy attenuation reconstruction; image quality; low energy attenuation reconstruction; structural information; Attenuation; Computed tomography; Image edge detection; Image reconstruction; Materials; Noise; Noise reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2013 IEEE
Conference_Location
Seoul
Print_ISBN
978-1-4799-0533-1
Type
conf
DOI
10.1109/NSSMIC.2013.6829459
Filename
6829459
Link To Document