CT scanner calibration
A system and method can determine one or more CT scanner calibration parameters from a plurality of calibration object projections in a plurality of radiographs.
1. A method of determining CT calibration settings, the method comprising:
receiving a plurality of radiographs from a CT scanner;
determining a location of a plurality of calibration objects in a first projection of the plurality of radiographs;
tracking a trajectory of each calibration object of the plurality calibration objects across a plurality of projections;
determining a projective transformation of each calibration object in the plurality of radiographs;
determining trajectory parameters from the projective transformation of each calibration object; and
determining one or more CT scanner calibration parameters from the trajectory parameters prior to CT reconstruction of the plurality of radiographs,
wherein determining the location of the plurality of calibration objects in the first projection comprises:
determining a histogram of pixel values in the first projection;
determining pixel values belonging to a first calibration object projection from the histogram; and
determining a first calibration object projection center from the pixel values belonging to one of the calibration objects in the first projection.
2. The method of claim 1 , wherein the CT scanner is a cone beam scanner.
3. The method of claim 1 , wherein the one or more CT scanner calibration parameters comprise one or more from the group consisting of a projected horizontal axis shift, a projected rotational axis inclination angle, a vertical shift, detector distance, and axis of rotation distance.
4. The method of claim 1 , wherein determining one or more CT scanner calibration parameters comprises determining a first projection position of each of the plurality of calibration objects in a first projection of the plurality of radiographs.
5. The method of claim 1 , further comprising tracking the plurality of calibration objects in the plurality of radiographs.
6. The method of claim 1 , further comprising determining a rotation direction from the plurality of radiographs.
7. The method of claim 1 , further comprising pre-processing the plurality of radiographs.
8. A system for determining CT calibration settings, comprising:
a processor; and
a non-transitory computer-readable storage medium comprising instructions executable by the processor to perform steps comprising:
receiving a plurality of radiographs from a CT scanner;
determining a location of a plurality of calibration objects in a first projection of the plurality of radiographs;
tracking a trajectory of each calibration object of the plurality calibration objects across a plurality of projections;
determining a projective transformation of each calibration object in the plurality of radiographs;
determining trajectory parameters from the projective transformation of each calibration object; and
determining one or more CT scanner calibration parameters from the trajectory parameters prior to CT reconstruction of the plurality of radiographs,
wherein determining the location of the plurality of calibration objects in the first projection comprises:
determining a histogram of pixel values in the first projection;
determining pixel values belonging to a first calibration object projection from the histogram; and
determining a first calibration object projection center from the pixel values belonging to one of the calibration objects in the first projection.
9. The system of claim 8 , wherein the CT scanner is a cone beam scanner.
10. The system of claim 9 , further comprising tracking the plurality of calibration objects in the plurality of radiographs.
11. The system of claim 9 , further comprising tracking the plurality of calibration objects in the plurality of radiographs.
12. The system of claim 8 , wherein the one or more CT scanner calibration parameters from the projective transformation comprise one or more from the group consisting of a projected horizontal axis shift, a projected rotational axis inclination angle, a vertical shift, detector distance, and axis of rotation distance.
13. The system of claim 8 , wherein determining one or more CT scanner calibration parameters comprises determining a first projection position of each of the plurality of calibration objects in a first projection of the plurality of radiographs.
14. The system of claim 8 , further comprising determining a rotation direction from the plurality of radiographs.
15. The system of claim 8 , further comprising pre-processing the plurality of radiographs.
16. A non-transitory computer readable medium storing executable computer program instructions to determine CT calibration settings, the computer program instructions comprising instructions for:
receiving a plurality of radiographs from a CT scanner;
determining a location of a plurality of calibration objects in a first projection of the plurality of radiographs;
tracking a trajectory of each calibration object of the plurality calibration objects across a plurality of projections;
determining a projective transformation of each calibration object in the plurality of radiographs;
determining trajectory parameters from the projective transformation of each calibration object; and
determining one or more CT scanner calibration parameters from the trajectory parameters prior to CT reconstruction of the plurality of radiographs,
wherein determining the location of the plurality of calibration objects in the first projection comprises:
determining a histogram of pixel values in the first projection;
determining pixel values belonging to a first calibration object projection from the histogram; and
determining a first calibration object projection center from the pixel values belonging to one of the calibration objects in the first projection.