Title :
A BACKPROJECTION-BASED ESTIMATION METHOD FOR REDUCING THE CONE-BEAM ARTIFACTS IN CIRCULAR TRAJECTORIES
Author :
Zhu, Lei ; Starman, Jared ; Fahrig, Rebecca
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA
Abstract :
Circular trajectories are commonly used in cone-beam (CB) CT. Insufficient data measurement in such a geometry induces CB artifacts in CT images. Development of an efficient algorithm to reduce this problem remains a major challenge. A backprojection-based method is proposed here. Each CB projection is analyzed in radon space via Grangeat´s formula. Assuming the CB projection is taken from a parallel geometry, we extract those data in the unmeasured radon region. These data are then backprojected as in a parallel geometry to calculate a correction term, which is added to the FDK result with Hu´s correction (H-FDK) to form a final reconstruction. Using a parallel geometry, this algorithm can be implemented efficiently on a projection-by-projection basis. The algorithm is evaluated using computer simulations, and the result shows that the proposed method greatly reduces the CB artifacts in the H-FDK reconstructions
Keywords :
computerised tomography; image denoising; image enhancement; image reconstruction; medical image processing; phantoms; Grangeat formula; Hu correction; Shepp-Logan phantom; backprojection-based estimation; circular trajectories; computed tomography; cone-beam artifacts; cone-beam projection; estimation method; image reconstruction; projection-by-projection basis; radon space; Computed tomography; Computer simulation; Data mining; Detectors; Electric variables measurement; Geometry; Heuristic algorithms; Image reconstruction; Radiology; X-ray imaging;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.356982