Metal artifacts reduction for cone beam CT
View Patent ↗A method for suppressing metal artifacts in a radiographic image, the method executed at least in part on a computer, obtains at least one two-dimensional radiographic image of a subject, wherein the subject has one or more metal objects and identifies a material that forms the one or more metal objects and a radiation energy level used to generate the obtained image. The obtained radiographic image is segmented to identify boundaries of the metal object. A conditioned radiographic image is formed by replacing pixel values in the radiographic image that correspond to the one or more metal objects with compensating pixel values according to the identified material and the identified radiation energy level. The conditioned radiographic image is then displayed.
1. A method for suppressing metal artifacts in a radiographic image, the method executed at least in part on a computer, the method comprising:
obtaining at least one two-dimensional radiographic image of a subject generated at a radiation energy level, wherein the subject has one or more metal objects;
identifying both a type of dense material that forms the one or more metal objects and the radiation energy level used to generate the obtained image;
segmenting the obtained radiographic image to identify boundaries of the metal object;
forming a conditioned radiographic image by replacing pixel values in the radiographic image that correspond to the one or more metal objects with compensating pixel values based on both the identified type of dense material and the identified radiation energy level; and
displaying, storing, or transmitting the conditioned radiographic image.
2. The method of claim 1 wherein replacing the pixel values comprises subtracting interpolation values from original data values between the identified boundaries of the metal object and scaling and inverting the result to determine metal artifact compensation data.
3. The method of claim 2 further comprising adding the interpolation values to the metal artifact compensation data.
4. The method of claim 1 wherein identifying the type of dense material comprises obtaining information from an image file header.
5. The method of claim 1 wherein identifying the type of dense material comprises obtaining information from an operator interface.
6. The method of claim 1 wherein the at least one two-dimensional radiographic image of the subject is a projection image from a computed tomography apparatus.
7. A method for suppressing metal artifacts in a volume image, the method executed at least in part on a computer and comprising:
obtaining a plurality of two-dimensional x-ray projection images of a subject, wherein the subject has one or more metal objects;
obtaining a previously provided material type of a dense material that forms the one or more metal objects and a radiation energy level used to obtain the plurality of two-dimensional x-ray projection images;
processing each of the projection images by:
(i) segmenting the projection image to identify boundaries of the metal object; and
(ii) replacing pixel values within the identified boundaries in the projection image that correspond to the metal object with compensating pixel values that relate to the material type of the dense material and the radiation energy level used to obtain the projection image;
reconstructing the volume image from the processed projection images; and
displaying, storing, or transmitting the reconstructed volume image.
8. The method of claim 7 wherein obtaining the previously provided material type of a dense material comprises obtaining information from an image file header.
9. The method of claim 7 wherein obtaining the previously provided material type of a dense material comprises obtaining information from an operator interface.
10. The method of claim 7 wherein reconstructing and displaying the volume image comprises using filtered back projection.
11. The method of claim 7 wherein replacing pixel values further comprises obtaining the compensating pixel values from a computer-accessible memory.
12. The method of claim 7 further comprising displaying the processed projection images in a display device.
13. The method of claim 7 wherein the projection images are from a cone-beam computed tomography system.
14. The method of claim 7 wherein the projection images are from a fan-beam computed tomography system.
15. The method of claim 7 wherein replacing pixel values further comprises subtracting interpolated data from original two-dimensional image data.
16. The method of claim 7 comprising determining the compensating pixel values by subtracting interpolation values from original data values between the identified boundaries of the metal object and scaling and inverting the result to determine metal artifact compensation data, and adding the interpolation values to the metal artifact compensation data.
17. The method of claim 7 where the replacing pixel values comprises replacing image elements for the one or more metal objects with image elements having a compensating density value calculated using the material type of the dense material and the radiation energy level used.
18. The method of claim 1 where the identified type of dense material is identified by at least its atomic number.