Method for reducing noise in medical image
US-2015131885-A1 · May 14, 2015 · US
US10451766B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10451766-B2 |
| Application number | US-201515537426-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 17, 2015 |
| Priority date | Dec 19, 2014 |
| Publication date | Oct 22, 2019 |
| Grant date | Oct 22, 2019 |
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Methods of elemental imaging of a formation include acquiring spectral gamma ray measurement, acquiring a total gamma ray image, deriving structure information of the formation from the total gamma ray image, and applying the structure information to the spectral gamma ray measurement to form an elemental image. In the present methods, the structure information of the formation is derived from comparing the total gamma ray logs for each azimuthal sector to a derived total gamma ray log. The derived total gamma ray log is acquired from the total gamma ray image by summing over all azimuth bins or the spectral gamma ray measurement by summing over all energy bins.
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We claim: 1. A method of elemental imaging of a formation comprising: acquiring a spectral natural gamma ray measurement using a first detector, wherein the spectral natural gamma ray measurement includes natural gamma ray counts for each of a plurality of energy levels as a function of measured depth; acquiring a total natural gamma ray image using a second detector, wherein the total natural gamma ray image includes a total number of natural gamma rays detected in each of a plurality of azimuthal sectors as a function of measured depth; deriving structure information of the formation for each said azimuthal sector from the total natural gamma ray image; and applying the structure information to the spectral natural gamma ray measurement to form an elemental image. 2. The method of claim 1 , wherein said deriving structure information comprises comparing the total natural gamma ray image to a derived total natural gamma ray log, wherein the total natural gamma ray log includes a total number of natural gamma rays detected as a function of measured depth. 3. The method of claim 2 , wherein the derived total natural gamma ray log is acquired from the total natural gamma ray image by summing over all of the azimuthal sectors at each measured depth or from the spectral gamma ray measurement by summing over all of the energy levels at each measured depth. 4. The method of claim 2 , wherein deriving structure information of the formation comprises computing a shift in measured depth for each of the plurality of azimuthal sectors in the total natural gamma ray image relative to the derived total natural gamma ray log to obtain a depth shift map. 5. The method of claim 4 , wherein applying the structure information comprises applying the depth-shift map to the spectral gamma ray measurement to construct an image for at least one of the plurality of energy levels in the spectral natural gamma ray measurement. 6. The method of claim 2 , wherein: said deriving structure information further comprises deriving a 2-D alpha filter from the total natural gamma ray image and the derived total natural gamma ray log; and applying the 2-D alpha filter to the spectral natural gamma ray measurement to form the elemental image. 7. The method of claim 6 , wherein the 2-D alpha filter is a pixel by pixel ratio of the total natural gamma ray image and a reconstructed total natural gamma ray image obtained from the derived total natural gamma ray log. 8. The method of claim 2 , wherein: said deriving structure information further comprises calculating an adjusted measured depth in the derived total natural gamma ray log for each of a plurality of pixels in the total natural gamma ray image; and said applying the structure information comprises replacing a total natural gamma ray value of each of the plurality of pixels in the total natural gamma ray image by the spectral natural gamma ray measurement made at the same measured depth to generate the elemental images. 9. The method of claim 2 , wherein deriving structure information comprises deriving a dip angle from the total natural gamma ray image. 10. The method of claim 9 , wherein said deriving structure information further comprises calculating an adjusted measured depth in the derived total natural gamma ray log for each of a plurality of pixels in the total natural gamma ray image. 11. The method of claim 10 , wherein said applying the structure information comprises replacing a total natural gamma value of each of said plurality of pixels in the total natural gamma ray image by the spectral natural gamma measurements made at the same adjusted measured depth to build the elemental images. 12. The method of claim 2 , wherein: said deriving structure information comprises generating a strata model of the formation with dipping; and said applying the structure information comprises (i) generating a strata model of the formation potassium, uranium, and thorium natural gamma ray counts without dipping from the spectral natural gamma ray measurement, (ii) combining the strata model of the formation with dipping and the strata model of the formation potassium, uranium, and thorium natural gamma ray counts without dipping to generate a strata model of the formation potassium, uranium, and thorium natural gamma ray counts with dipping, and (iii) deriving an elemental image by forward modeling. 13. The method of claim 1 , wherein the spectral natural gamma ray measurement comprises natural gamma ray counts for each of formation potassium, uranium, or thorium. 14. A method of elemental imaging of a formation comprising: acquiring a spectral natural gamma ray measurement using a first detector, wherein the spectral natural gamma ray measurement includes natural gamma ray counts of potassium, uranium, and thorium as a function of measured depth; acquiring a total natural gamma ray image using a second detector, wherein the total natural gamma ray image includes a total number of natural gamma rays detected in each of a plurality of azimuthal sectors as a function of measured depth; deriving a total natural gamma ray log from the total natural gamma ray image or the spectral natural gamma ray measurement, wherein the total natural gamma ray log includes a total number of natural gamma rays detected as a function of measured depth; computing a shift in measured depth for each of a plurality of azimuthal sectors in the total natural gamma ray image relative to the derived total natural gamma ray log to obtain a depth shift map; and applying the depth shift map to the spectral natural gamma ray measurement to construct an image of the natural gamma ray counts of potassium, uranium, and thorium in the spectral natural gamma ray measurement. 15. A system for producing elemental images, the system comprising: a spectral gamma ray tool including a first natural gamma ray sensor, wherein the spectral gamma ray tool is configured to cause the first sensor to acquire a spectral natural gamma ray measurement including natural gamma ray counts of energy levels corresponding to potassium, uranium, and thorium in a subterranean formation as a function of measured depth to acquire a spectral gamma ray measurement; an azimuthal gamma ray imaging tool including a second natural gamma ray sensor, wherein the azimuthal gamma ray imaging tool is configured to cause the second sensor to acquire a total natural gamma ray image including a total number of natural gamma rays detected in each of a plurality of azimuthal sectors as a function of measured depth; and a processor configured to: (i) derive structure information of the formation from the total natural gamma ray image for each said azimuthal sector and (ii) apply the structure information to the spectral natural gamma ray measurement to form an elemental image. 16. The system of claim 15 , wherein the processor is deployed in one of the spectral gamma ray tool or the azimuthal gamma ray imaging tool.
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