Title :
Fast multiple information retrieval algorithm for X-ray grating-based Imaging
Author :
Jiang, Xiaolei ; Zhang, Li ; Huang, Zhifeng ; Zhang, Ran
Author_Institution :
Dept. of Eng. Phys., Tsinghua Univ., Beijing, China
Abstract :
Hard X-ray grating-based imaging has the most potential in clinical applications because it works well with conventional X-ray tubes and provides multiple information (absorption, refraction and scattering) simultaneously. How-ever, grating-based imaging adopts a series of images to retrieve multiple information, which significantly increases the exposure time and doses compared with conventional X-ray imaging. An optimized three-image-based multiple information retrieval (TIB-MIR) algorithm is proposed for fast and low-dose grating-based imaging. The errors of the retrieved information are minimal in the case of three steps with equal intervals of 2π/3 within one period, which is equivalent to the 3-step fringe-scanning algorithm. Further-more, in the case of Poisson noise model and equal doses, the method can obtain equivalent image quality compared with fringe-scanning method.
Keywords :
X-ray imaging; X-ray optics; diffraction gratings; information retrieval systems; Poisson noise model; X-ray grating-based imaging; fast multiple information retrieval algorithm; fast-dose grating-based imaging; fringe-scanning algorithm; low-dose grating-based imaging; optimized three-image-based multiple information retrieval algorithm; Absorption; Computed tomography; Detectors; Gratings; Optical imaging; Phase measurement; Scattering; Poisson noise model; fringe-scanning; phase contrast imaging;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
Conference_Location :
Valencia
Print_ISBN :
978-1-4673-0118-3
DOI :
10.1109/NSSMIC.2011.6152625