Volume image reconstruction using data from multiple energy spectra
View Patent ↗A method for forming a three-dimensional reconstructed image acquires two dimensional measured radiographic projection images over a set of projection angles, wherein the measured projection image data is obtained from an energy resolving detector that distinguishes first and second energy bands. A volume reconstruction has image voxel values representative of the scanned object by back projection of the measured projection data. Volume reconstruction values are iteratively modified to generate an iterative reconstruction by repeating, for angles in the set of projection angles and for each of a plurality of pixels of the detector: generating a forward projection that includes calculating an x-ray spectral distribution at each volume voxel, calculating an error value by comparing the generated forward projection value with the corresponding measured projection image value, and adjusting one or more voxel values using the calculated error value and the x-ray spectral distribution. The generated iterative reconstruction displays.
1. A method for forming a three-dimensional reconstructed image of an object, the method comprising:
a) acquiring a plurality of two dimensional measured radiographic projection images scanned over a set of projection angles about the object, wherein the measured projection image data is obtained from an energy resolving detector that distinguishes at least first and second energy bands from within an initial x-ray spectrum of an x-ray beam;
b) forming a volume reconstruction comprising image voxels having values representative of the scanned object by back projection of the measured projection image data;
c) iteratively modifying the volume reconstruction voxel values to generate an iterative reconstruction by repeating, for a plurality of angles in the set of projection angles and for each of a plurality of pixels of the detector, the steps of:
generating a forward projection that includes calculating an x-ray spectral distribution at each volume reconstruction voxel,
calculating an error value by comparing the generated forward projection value with the corresponding measured projection image value from the corresponding measured projection image, and
adjusting one or more voxel values in back projection using the calculated error value and the x-ray spectral distribution at the voxel;
and
d) displaying the generated iterative reconstruction;
wherein the energy resolving detector is a photon-counting detector, where the voxel values are adjusted according to a ratio of the attenuation coefficient at the spectral distribution at the voxel to the attenuation coefficient at a monochromatic x-ray energy.
2. The method of claim 1 further comprising adjusting the one or more voxel values to compensate beam hardening according to a ratio of a weighted average attenuation coefficient to a reference attenuation coefficient.
3. The method of claim 1 wherein generating the forward projection further comprises using model data values that relate to materials including bone, adipose, soft tissue, fluid, and air.
4. The method of claim 1 wherein generating the iterative reconstruction comprises using values obtained over both first and second energy bands.
5. The method of claim 3 wherein the model data values are for three or more materials.
6. The method of claim 3 wherein the model data values are determined according to instructions from classifier software.
7. The method of claim 1 further comprising displaying information about the one or more materials in the iterative reconstruction.
8. The method of claim 1 wherein forming the volume reconstruction comprises using a filtered back projection.
9. The method of claim 3 wherein the model data values are based on an estimate of materials composition.
10. The method of claim 1 wherein iteratively modifying the volume reconstruction voxel values repeats a fixed number of times.
11. The method of claim 2 further comprising compensating beam hardening according to a ratio of a weighted average attenuation coefficient to a reference attenuation coefficient at a second reference wavelength.
12. The method of claim 1 further comprising terminating the iteration of step c) according to an amount of change in voxel values between successive iterations.
13. The method of claim 1 wherein iteratively modifying the volume reconstruction voxel values comprises generating the forward projection for all pixels of the detector.
14. A method for forming a three-dimensional reconstructed image of an object, the method comprising:
a) acquiring a plurality of two dimensional measured radiographic projection images scanned over a set of projection angles about the object, wherein the measured projection image data is obtained from a photon-counting detector that distinguishes at least first and second energy bands from within an initial x-ray spectrum of an x-ray beam;
b) using data from each of the first and second energy bands, forming a corresponding volume reconstruction comprising image voxels having values representative of the scanned object by back projection of the measured projection image data;
c) iteratively modifying the volume reconstruction voxel values to generate an iterative reconstruction by repeating, for each angle in the set of projection angles and for each of a plurality of pixels of the detector, the steps of:
(i) generating a forward projection according to data from a model, wherein the forward projection includes calculating an x-ray spectral distribution at each volume reconstruction voxel,
(ii) calculating an error value according to a comparison of the generated forward projection value with the corresponding measured projection image value from the corresponding measured projection image over the corresponding energy band; and
(iii) adjusting one or more voxel values in back projection using the calculated error value and the x-ray spectral distribution at the voxel;
and
d) displaying the generated iterative reconstruction;
wherein the voxel values are adjusted according to a ratio of the attenuation coefficient at the spectral distribution at the voxel to the attenuation coefficient at a monochromatic x-ray energy.
15. A method for forming a three-dimensional reconstructed image of an object, the method comprising:
acquiring a plurality of two dimensional measured radiographic projection images scanned over a set of projection angles about the object, wherein the measured projection image data is obtained from an energy resolving detector that distinguishes at least first and second energy bands from within an initial x-ray spectrum of an x-ray beam;
forming a volume reconstruction comprising image voxels having values representative of the scanned object by back projection of the measured projection image data;
iteratively modifying the volume reconstruction voxel values to generate an iterative reconstruction by repeating, for a plurality of angles in the set of projection angles and for each of a plurality of pixels of the detector, by:
generating a forward projection that includes information from both the first and second energy bands, calculating an error value by comparing the generated forward projection value with the corresponding measured projection image value from the corresponding measured projection image, and adjusting one or more voxel values in back projection using the calculated error value and the x-ray spectral distribution at the voxel, where the voxel values are adjusted according to a ratio of the attenuation coefficient at the spectral distribution at the voxel to the attenuation coefficient at a monochromatic x-ray energy; and
displaying the generated iterative reconstruction;
wherein the energy resolving detector is a photon-counting detector.