Title :
Correction of geometric artifacts on cone-beam CT system
Author :
Luo, Shouhua ; Zhang, Bo ; Wang, Liyan ; He, Siyan ; Chen, Gong
Author_Institution :
Sch. of Biol. Sci. & Med. Eng., Southeast Univ., Nanjing, China
Abstract :
Computer tomography (CT) image geometric artifacts are a kind of the pseudo-image not existing in the detected object, which could result in a serious degradation of image quality. Geometric artifacts are imported by the discrepancies between the geometric structure of cone-beam CT and the ideal structure of reconstruction algorithm. Analyzing the FDK algorithm, there are seven parameters that describe the irregular cone-beam structure. These parameters can be calculated by the calibration phantom´s projections, using related methods. And geometric calibration can be implemented in two ways: interpolation and modification of original FDK formula. At last, this method is applied on the Micro-CT system of our laboratory and proved to be effective for the correction of the geometric artifacts.
Keywords :
calibration; computerised tomography; image reconstruction; interpolation; medical image processing; object detection; FDK algorithm; calibration phantom projections; cone-beam computer tomography system; image geometric artifacts; image quality; interpolation; object detection; reconstruction algorithm; Calibration; Computed tomography; Convolution; Detectors; Image reconstruction; Metals; Pixel; Calibration model; Cone beam CT; Geometric artifacts; Geometric calibration;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5647243