Photon-counting computed tomography
An image signal processing system (ISP) comprising an input interface (IN) for receiving photon counting projection data acquired by an X-ray imaging apparatus (IA) having a photon counting detector (D). A calibration data memory (CMEM) of the system holds calibration data. The calibration data encodes photon counting data versus path lengths curves for different energy thresholds of i) said detector (D) or ii) of a different detector. At least one of said curves is not one-to-one. A path length convertor (PLC) of the system converts an entry in said photon counting projection data into an associated path length based on said calibration data.
1. An image signal processing system, comprising:
an input interface for receiving photon counting projection data acquired by an X-ray imaging apparatus having a photon counting detector;
a calibration data memory holding calibration data, said calibration data encoding photon counting data versus path lengths curves for different energy thresholds of said detector, at least one of said curves being non-injective; and
a path length convertor configured to convert an entry in said photon counting projection data into an associated path length based on at least two photon counting data versus path lengths curves encoded in said calibration data, wherein the path length conversion comprises computing at least two estimates for the associated path length based on one of the at least two curves and choosing one of the two estimates as the associated path length based on at least one other of the curves and photon counting projection data for at least one other threshold.
2. The image signal processing system of claim 1 , with said calibration data previously detected in a calibration procedure or said calibration data set derived from a signal model.
3. The signal processing system of claim 1 , comprising:
an image reconstructor configured to reconstruct, based at least on the converted path length, an image element of an image.
4. The signal processing system of claim 1 , where the path length convertor operates to fit said entry of the photon counting projection data to photon counting data as per at least two of said curves.
5. The signal processing system of any one of the claim 1 , wherein the path length convertor is configured to convert into the associated path length by optimizing an objective function, said objective function being dependent on a deviation between the projection data and photon counting data as per the curves.
6. The signal processing system of claim 5 , wherein the objective function includes a least squares sum.
7. The signal processing system of claim 5 , wherein the objective function includes a likelihood function based on a probability density function for the photon counting data.
8. The signal processing system of claim 5 , wherein the objective function incorporates a noise modelling component configured to model for noise behavior of the detector or for the different detector.
9. An X-ray imaging apparatus comprising a signal processing system of claim 1 .
10. A signal processing method, comprising:
receiving photon counting projection data acquired by an X-ray imaging apparatus having a photon counting detector; and
converting an entry in said photon counting projection data into an associated path length based on calibration data, said calibration data encoding photon counting data versus path lengths curves for different energy thresholds of said detector, at least one of said curves being non-injective, wherein the converting is based on at least two photon counting data versus path lengths curves encoded in said calibration data; and wherein the path length conversion comprises computing at least two estimates for the associated path length based on one of the at least two curves and choosing one of the two estimates as the associated path length based on at least one other of the curves and photon counting projection data for at least one other threshold.
11. The signal processing method of claim 10 , comprising:
reconstructing, based at least on the converted path length, an image element of an image.
12. A non-transitory computer-readable medium for storing executable instructions, which when executed by at least one processor, cause the at least one processor to perform a signal processing method comprising:
receiving photon counting projection data acquired by an X-ray imaging apparatus having a photon counting detector; and
converting an entry in said photon counting projection data into an associated path length based on calibration data, said calibration data encoding photon counting data versus path lengths curves for different energy thresholds of said detector, at least one of said curves being non-injective, wherein the converting is based on at least two photon counting data versus path lengths curves encoded in said calibration data; and wherein the path length conversion comprises computing at least two estimates for the associated path length based on one of the at least two curves and choosing one of the two estimates as the associated path length based on at least one other of the curves and photon counting projection data for at least one other threshold.