Guided filter for multiple level energy computed tomography (CT)
As set forth herein low energy signal data and high energy signal data can be acquired. A first material decomposed (MD) image of a first material basis and a second material decomposed (MD) image of a second material basis can be obtained using the low energy signal data and the high energy signal data. At least one of the first or second MD image can be input into a guide filter for output of at least one noise reduced and cross-contamination reduced image. A computed tomography (CT) imaging system can be provided that includes an X-ray source and a detector having a plurality of detector elements that detect X-ray beams emitted from the X-ray source. Low energy signal data and high energy signal data can be acquired using the detector.
1. A method for using an imaging system, the method comprising:
injecting a patient with a contrast agent, wherein the injecting is performed without prior dosing of a patient by activation of the imaging system;
activating the imaging system to dose a patient with radiation for acquiring low energy signal data and high energy signal data;
obtaining a first material decomposed (MD) image of a first material basis and a second material decomposed (MD) image of a second material basis using the low energy signal data and the high energy signal data;
inputting at least one of the first MD image or the second MD image into a guide filter for output of at least one noise reduced and cross-contamination reduced image; and
outputting the noise reduced and cross-contamination reduced image on a display to an operator for observation and identification of a region of interest,
wherein the guide filter is guided by a first guide image and a second guide image, the first guide image obtained by mixing the first MD image and the second MD image according to a first process, the second guide image is provided by mixing the first MD image and second MD image according to a second process and de-noising a mixed image resulting from the mixing according to the second process,
further wherein the first guide image comprises a first de-noised cross-contaminated image provided by the first material basis and the second guide image comprises a second de-noised cross-contaminated image provided by the second material basis.
2. The method of claim 1 , wherein according to the first process, negatively correlated noise of a first MD image and a second MD image is cancelled out.
3. The method of claim 1 , wherein the first MD image is a water image and wherein the first guide image is a water image with cross contamination and lower noise than the first MD image.
4. The method of claim 1 , wherein the second MD image is an iodine image and wherein the second guide image is an iodine image with cross contamination and lower noise than the second MD image.
5. A computed tomography (CT) imaging system comprising:
an X-ray source;
a detector having a plurality of detector elements that detect X-ray beams emitted from the X-ray source;
wherein the CT imaging system comprises a processor-based system operative to:
acquire using the detector low energy signal data and high energy signal data;
obtain a first material decomposed (MD) image of a first material basis and a second material decomposed (MD) image of a second material basis using the low energy signal data and the high energy signal data; and
input at least one of the first or second MD image into a guide filter for output of at least one noise reduced and cross-contamination reduced image on a display to an operator for observation and identification of a region of interest,
wherein the guide filter is guided by a first guide image and a second guide image, the first guide image obtained by mixing the first MD image and the second MD image according to a first process, the second guide image obtained by mixing the first MD image and the second MD image according to a second process and de-noising a mixed image resulting from the mixing according to the second process,
further wherein the first guide image comprises a first de-noised cross-contaminated image provided by the first material basis and the second guide image comprises a second de-noised cross-contaminated image provided by the second material basis.
6. The CT imaging system of claim 5 , wherein according to the first process, negatively correlated noise of a first MD image and a second MD image is cancelled out.
7. The CT imaging system of claim 5 , wherein according to the second process, negatively correlated noise of a first MD image and a second MD image is not canceled out.