DocumentCode :
1845012
Title :
Local-Limited-Angle CT image reconstruction based on wavelet and Radon domain inpainting
Author :
Kejun Wang ; Huizhu Ma
Author_Institution :
Inf. & Commun. Eng. Coll., Harbin Eng. Univ., Harbin, China
Volume :
1
fYear :
2012
fDate :
21-25 Oct. 2012
Firstpage :
761
Lastpage :
764
Abstract :
X-ray computed tomography (CT) has been playing an important role in diagnostic and industrial fields. However, high imaging dose is harmful to healthy organs. In this paper, a local Reconstruction method based on wavelet and Radon domain inpainting is proposed to recover a small region of interest (ROI) inside a large object only using the Local-Limited-Angle projections. Our method is motivated by the localization in time-frequency domain of wavelet transform and the minimization of the image total variation (TV). The proposed model enhances the resolution of the CT image with filling wavelet coefficients in the Radon domain. Numerical demonstrations of our algorithm are performed with various insufficient parallel beam projections.
Keywords :
Radon transforms; X-ray imaging; computerised tomography; image enhancement; image reconstruction; image resolution; medical image processing; time-frequency analysis; wavelet transforms; CT image resolution enhancement; ROI; Radon domain inpainting; X-ray computed tomography; image total variation minimization; imaging dose; industrial fields; local reconstruction method; local-limited-angle CT image reconstruction; parallel beam projections; region of interest; time-frequency domain; wavelet domain inpainting; wavelet transform; ROI; Radon domain; computed tomography; total variation; wavelet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
ISSN :
2164-5221
Print_ISBN :
978-1-4673-2196-9
Type :
conf
DOI :
10.1109/ICoSP.2012.6491599
Filename :
6491599
Link To Document :
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