Image noise estimation using alternating negation

Patent metadata

Field	Value
Publication number	US-10984564-B2
Application number	US-201716463859-A
Country	US
Kind code	B2
Filing date	Dec 6, 2017
Priority date	Dec 6, 2016
Publication date	Apr 20, 2021
Grant date	Apr 20, 2021

Abstract

An imaging system ( 400 ) includes a radiation source ( 408 ) configured to emit X-ray radiation, a detector array ( 410 ) configured to detected X-ray radiation and generate projection data indicative thereof, and a first processing chain ( 418 ) configured to reconstruct the projection data and generate a noise only image. A method includes receiving projection data produced by an imaging system and processing the projection data with a first processing chain configured to reconstruct the projection data and generate a noise only image. A processor is configured to: scan an object or subject with an x-ray imaging system and generating projection data, process the projection data with a first processing chain configured to reconstruct the projection data and generate a noise only image, process the projection data with a second processing chain configured to reconstruct the projection data and generate a structure image, and de-noise the structure image based on the noise only image.

First claim

The invention claimed is:

1. An imaging system, comprising:
a radiation source configured to emit X-ray radiation;
a detector array configured to detect the X-ray radiation and generate projection data indicative thereof, wherein the projection data includes a plurality of views; and
a first processing chain configured to:
multiply at least two views of the plurality of views of the projection data by at least two negative values, respectively, to produce pre-processed projection data; and
after the multiplying by the at least two negative values, reconstruct the pre-process projection data and generate a noise only image.

2. The imaging system of claim 1 , wherein the first processing chain includes a projection data processor configured to multiply the pluraity of views by a predetermined multiplication factor and produce the pre-processed projection data.

3. The imaging system of claim 2 , wherein each of the at least two negative values is negative one, and
the predetermined multiplication factor multiplies every other view of the plurality of views of the projection data by negative one.

4. The imaging system of claim 3 , wherein the predetermined multiplication factor multiplies remaining views of the plurality of views of the projection data by positive one.

5. The imaging system of claim 2 , wherein the first processing chain further includes a rebinning processor configured to rebin the pre-processed projection data to parallel beam format.

6. The imaging system of claim 5 , wherein the first processing chain further includes a reconstruction processor configured to reconstruct the rebinned pre-processed projection data to generate the noise only image.

7. The imaging system of claim 1 , further comprising:
a second processing chain configured to reconstruct the projection data and generate volumetric image data including structure and noise.

8. The imaging system of claim 7 , further comprising:
a de-noising processor configured to de-noise the volumetric image data using the noise only image, thereby generating de-noised volumetric image data.

9. The imaging system of claim 8 , wherein the de-noising processor estimates at least one of a noise variance and a noise standard deviation from the noise only image, which is used to de-noise the volumetric image data.

10. A method for processing data, comprising:
receiving projection data produced by an imaging system, wherein the projection data includes a plurality of views; and
processing the projection data with a first processing chain configured to:
multiply at least two views of the plurality of views of the projection data by at least two negative values, respectively, to produce pre-processed projection data; and
after the multiplying by the at least two negative values, reconstruct the pre-process projection data and generate a noise only image.

11. The method of claim 10 , wherein processing the projection data includes:
multiplying the plurality of views of the projection data by a predetermined multiplication factor to produce the pre-processed projection data, prior to the reconstructing of the pre-processed projection data.

12. The method of claim 11 , wherein the multiplying includes:
multiplying even number views by one of negative one or positive one and multiplying odd number views by the other of negative one or positive one.

13. The method of claim 11 , further comprising:
rebinning the pre-processed projection data to parallel beam format; and
reconstructing the rebinned data to generate the noise only image.

14. The method of claim 10 , further comprising:
processing the projection data with a second processing chain configured to reconstruct the projection data and generate an image of structure.

15. The method of claim 14 , wherein the processing includes:
rebinning the projection data to parallel beam format; and
reconstructing the rebinned data to generate the image of structure.

16. The method of claim 13 , further comprising:
estimating at least one of noise variance and noise standard deviation based on the noise only image by taking a local noise variance or noise standard deviation of a region of interest and moving the region of interest through the image.

17. The method of claim 15 , further comprising:
de-noising the image of structure based on the noise only image, thereby producing a de-noised image of the structure.

18. A non-transitory computer readable storage medium encoded with one or more computer executable instructions, which, when executed by a processor, causes the processor to:
scan an object or subject with an x-ray imaging system and generate projection data, wherein the projection data includes a plurality of views;
process the projection data with a first processing chain configured to:
multiply at least two views of the plurality of views of the projection data by at least two negative values, respectively, to produce pre-processed projection data; and
after the multiplying by the at least two negative values, reconstruct the pre-process projection data and generate a noise only image;

process the projection data with a second processing chain configured to reconstruct the projection data and generate a structure image; and
de-noise the structure image based on the noise only image.

19. The non-transitory computer readable storage medium of claim 18 , wherein the processor further:
multiplies the plurality of views of the projection data by a predetermined multiplication factor to produce the pre-processed projection data;
rebins the pre-processed projection data to parallel beam format; and
reconstructs the rebinned data to generate the noise only image.

20. The non-transitory computer readable storage medium of claim 18 , wherein the processor further:
employs alternating negation to the projection data to produce pre-processed projection data.

Assignees

• Koninklijke Philips Nv

Inventors

• Bergner Frank
• Brendel Bernhard Johannes
• Koehler Thomas
• Brown Kevin Martin

Classifications

• G06T12/10 Primary

  Image preprocessing, e.g. calibration, positioning of sources or scatter correction · CPC title

• G06T12/20 Primary

  Inverse problem, i.e. transformations from projection space into object space · CPC title

• G06T2207/10081

  Computed x-ray tomography [CT] · CPC title

• G01N2223/401

  image processing · CPC title

• G01N23/046

  using tomography, e.g. computed tomography [CT] · CPC title