Title :
Bunched sparse-view CT using a moving multi-slit collimator
Author :
Miran Park ; Taewon Lee ; Seungryong Cho
Author_Institution :
Dept. of Nucl. & Quantum Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fDate :
Oct. 27 2012-Nov. 3 2012
Abstract :
In computed tomography (CT), useful anatomical information can be obtained and used for various clinical purposes. However, reduction of radiation dose is one of the important issues. The aim of our work is to decrease radiation dose using an oscillating multi-slit collimator while preserving image quality. The collimator was set to mask data perpendicular to the rotation axis, and it was driven to oscillate parallel to the rotation axis. The oscillating motion was programmed to have a sinusoidal motion. Varying sizes of slit-openings were simulated in this work: half, one-fourth, and one-eighth openings. We used a total variation (TV) minimization algorithm to reconstruct the images from these bunched sparse-view data. Universal quality Index (UQI) was calculated to compare the image similarities to the reference image. This work successfully demonstrated a feasibility of the proposed method for low-dose CT. This method may be implemented in the existing CT systems without much technical difficulties.
Keywords :
collimators; computerised tomography; dosimetry; image reconstruction; medical image processing; minimisation; oscillations; CT systems; UQI analysis; bunched sparse-view CT; computed tomography; image quality; image reconstruction; low-dose CT; oscillating motion; oscillating multislit collimator; radiation dose; rotation axis; sinusoidal motion; total variation minimization algorithm; universal quality index;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-2028-3
DOI :
10.1109/NSSMIC.2012.6551554