Title :
Analysis of 3D Linear and Non-linear Filtering Effects Based on 3D MDCT Medical Images
Author :
Deng, Jiehang ; Susuki, Yoshihito ; Hiratsuka, Koichiro ; Ishida, Tomokazu ; Itoh, Toshihide ; Zhou, Jian ; Shirai, Haruhiko ; Kuroiwa, Jousuke ; Odaka, Tomohiro ; Ogura, Hisakazu
Author_Institution :
Grad. Sch. of Eng., Univ. of Fukui, Fukui, Japan
Abstract :
The risk of X-ray exposure will increase when applying the 3D-CT methods such as MDCT. To decrease this risk it is better to lower the dose-level of X-ray, but it reduces the resolution of obtained image and causes negative effect on imaging diagnosis. We think that 3D-filtering methods will recover the reduction. In order to obtain a better filtered result, 3D linear and non-linear filters are designed and applied to 80%, 60%, 40% and 20%-dose simulated low dose clinical MDCT images of abdomen with a tumor. Direct observation and 3D voxel value profile is extracted to evaluate the filtered results. Experimental results show both the filtering and the evaluating method perform well.
Keywords :
computer graphics; computerised tomography; medical image processing; 3D MDCT Medical Images; 3D linear filtering effects; 3D nonlinear filtering effects; 3D voxel value profile; 3D-CT methods; 3D-filtering methods; Abdomen; Biomedical imaging; Filtering; Image analysis; Image resolution; Medical diagnostic imaging; Neoplasms; Nonlinear filters; Optical imaging; X-ray imaging; 3D-Medical image; 3D-filtering; Low dose CT; MDCT; Noise reduction;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.851