Title :
An edge-preserving total variation denoising method for DECT image
Author :
Le Shen ; Yuxiang Xing
Author_Institution :
Nuctech Co., Beijing, China
fDate :
Oct. 27 2013-Nov. 2 2013
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;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2013 IEEE
Conference_Location :
Seoul
Print_ISBN :
978-1-4799-0533-1
DOI :
10.1109/NSSMIC.2013.6829459