Poly-energetic reconstruction method for metal artifacts reduction
A method for reducing metal artifacts in a volume radiographic image acquires a first set of projection images of an object on a radiographic detector at different acquisition angles. An initial estimate of the volume that includes the object using the acquired projection images is generated. The estimated volume is updated by one or more iterations of generating a second set of scatter-corrected projection images using the acquired first set of projection images and the estimated volume; generating a third set of estimated projection images using forward ray-tracing through the estimated volume; and reconstructing the estimated volume according to a signal quality factor obtained from analysis of the detector signal and used in a comparison of the second set of scatter-corrected projection images with the third set of estimated projection images. One or more images rendered from the updated estimated volume are displayed.
1. A method for reducing metal artifacts in a volume radiographic image, the method executed at least in part on a computer, comprising:
acquiring a first set of a plurality of projection images of an object captured on a radiographic detector at different acquisition angles;
generating an estimate of a volume that includes the object using the acquired projection images;
updating the estimated volume by executing one or more iterations of:
(i) generating a second set of a plurality of scatter-corrected projection images using the acquired first set of projection images and a scatter distribution calculated for the estimated volume;
(ii) generating a third set of a plurality of estimated projection images using forward ray-tracing through the estimated volume; and
(iii) reconstructing the estimated volume according to a signal quality factor obtained from analysis of a detector signal and used in a comparison of the second set of scatter-corrected projection images with the third set of estimated projection images; and
displaying, storing, or transmitting one or more images rendered from the updated estimated volume.
2. The method of claim 1 wherein the forward ray-tracing applies poly-energetic ray-tracing.
3. The method of claim 2 wherein the signal quality factor is obtained by a calculation using a weighting that corresponds to a sigmoid function or tan h function.
4. The method of claim 1 wherein the signal quality factor is obtained using acquired photon data for each voxel of the second set of scatter-corrected projection images.
5. The method of claim 1 wherein generating the estimate of the volume comprises forming an empty volume.
6. The method of claim 1 wherein generating the estimate of the volume comprises using an atlas or other standard volume representation for the imaged anatomy.
7. The method of claim 1 wherein updating the estimated volume comprises reconstructing the estimated volume using filtered back projection.
8. The method of claim 1 wherein updating the estimated volume comprises reconstructing the estimated volume using a simultaneous algebraic reconstruction technique reconstruction.
9. The method of claim 1 wherein generating the second set of scatter-corrected projection images further comprises subtracting scatter projection image data from the set of acquired projection images.
10. The method of claim 1 further comprising using a predetermined number of iterations for updating the estimated volume.
11. A method for reducing metal artifacts in a volume radiographic image, the method executed at least in part on a computer, comprising:
acquiring a first set of a plurality of projection images of an object captured on a radiographic detector at different acquisition angles;
using the first set of projection images, generating an estimate of the volume that includes the object;
updating the estimated volume by executing one or more iterations of:
(i) generating a second set of a plurality of scatter-corrected projection images using the acquired first set of projection images and a scatter distribution calculated for the estimated volume;
(ii) generating a third set of a plurality of estimated projection images using poly-energetic forward ray-tracing through the estimated volume at angles corresponding to the acquisition angles of the first set of projection images;
(iii) reconstructing the estimated volume according to a signal quality factor based on acquired photon data for each voxel of the second set of scatter-corrected projection images and used in a comparison of the second set of scatter-corrected projection images with the third set of estimated projection images; and
displaying, storing, or transmitting one or more images rendered from the updated estimated volume.
12. An apparatus for generating a volume radiographic image of a subject, comprising:
an x-ray source and digital radiographic detector configured to acquire a first set having a plurality of projection images of the subject at different acquisition angles;
a computer processor programmed to:
(a) generate an estimate of the volume that includes the object using the first set of acquired projection images;
(b) update the estimated volume by executing one or more iterations of:
(i) generating a second set of scatter-corrected projection images using the acquired first set of projection images and a scatter distribution provided for the estimated volume;
(ii) generating a third set of estimated projection images using forward ray-tracing through the estimated volume; and
(iii) reconstructing the estimated volume according to a signal quality factor obtained from analysis of a detector signal and used in a comparison of the second set of scatter-corrected projection images with the third set of estimated projection images; and
a display, in signal communication with the computer processor, to display one or more images rendered from the updated estimated volume.