Title :
Filtered-Backprojection Reconstruction Formula for 2D Tomography with Bilateral Truncation
Author :
Clackdoyle, R. ; Noo, F. ; Mohamed, M. S Ould ; Mennessier, C.
Author_Institution :
Lab. Hubert Curien, CNRS
fDate :
Oct. 29 2006-Nov. 1 2006
Abstract :
We present a reconstruction formula for classical two-dimensional image reconstruction that is impervious to the effects of lateral truncation. The formula applies to objects lying inside an elliptical region whose area is less than that of a scanner´s circular field-of-view. This situation would occur for example for a patient whose arms are truncated in anterior and posterior projection views. This formula differs fundamentally from existing algorithms in that it does not require a two-step processing of a DBP (differentiated backprojection) followed by subsequent Hilbert inversion. The formula represents a true filtered backprojection (FBP) algorithm, although the filtering step sometimes requires certain neighboring projections to also contribute to the current filtered projection. The derivation is based on a result published in 2004 on multiple Radon inversion formulas for functions with circular support. We have changed the support to an ellipse and identified a formula that does not access the truncated part of the sinogram. We implemented this reconstruction approach and tested it using simulated truncated data of a modified Shepp-Logan phantom. We suggest that potential advantages of this method would be the reconstruction of a small region-of-interest, which could be performed at high pixel resolution with only local backprojection and localized filtering required.
Keywords :
computerised tomography; image reconstruction; medical image processing; 2D image reconstruction; 2D tomography; Hilbert inversion; Shepp-Logan phantom; differentiated backprojection; filtered-backprojection reconstruction; multiple Radon inversion; Arm; Density measurement; Filtering algorithms; Humans; Image reconstruction; Imaging phantoms; Nuclear and plasma sciences; Testing; Tomography; Torso;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2006. IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0560-2
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2006.356482