Blend modes for mineralogy images

Patent metadata

Field	Value
Publication number	US-9495786-B2
Application number	US-201514935840-A
Country	US
Kind code	B2
Filing date	Nov 9, 2015
Priority date	Mar 11, 2014
Publication date	Nov 15, 2016
Grant date	Nov 15, 2016

Abstract

Optimized blending mode for mineralogy images. A luminosity value is determined for a pixel in a base layer or top layer mineralogy image. An image weighting value is determined from the luminosity value and an optional mixing parameter. A multiply value is determined by multiplying the base and top layer pixel values. An overlay value is determined from twice the multiply value if the value of one of the base layer or top layer pixel values is over a threshold, otherwise it is determined by inverting twice the product of the inverted top layer pixel value with the inverted base layer pixel value. A blended image pixel value is determined by adding the multiply value weighted with the image weighting value and the overlay value weighted with the inverted image weighting value.

First claim

We claim as follows:

1. A method of sample analysis, comprising:
directing a charged particle beam toward a work piece;
detecting emissions from the work piece at multiple points impacted by the charged particle beam;
using the emissions to determine the base layer mineralogy image and the top layer mineralogy image.
receiving a base layer mineralogy image and a top layer mineralogy image;
sequentially, via a computer processor and for each pixel in the base or top layer mineralogy images:
determining a base layer value from the pixel in the base layer mineralogy image;
determining a top layer value from the pixel in the top layer mineralogy image;
determining a luminosity value from one of the base layer or top layer values; and
determining a blended image value for each pixel of a blended image using one of multiple blending methods, the blending method used being determined on a per pixel basis as a function of the luminosity; and
generating a blended mineralogy image using the blended image values; and

displaying the blended image.

2. The sample analysis method of claim 1 in which directing a charged particle beam toward a work piece comprises directing an electron beam toward the work piece and in which detecting emissions from the work piece at multiple points impacted by the charged particle beam comprises detecting backscattered electrons and x-rays.

3. The computer implemented method of claim 1 , in which the multiple blending methods include at least two blending methods selected from the group of multiple blend modes, screen blend modes, and overlay blend modes.

4. The computer implemented method of claim 1 , in which the multiple blending methods include at least two blending methods selected from the group of overlay blend modes, hard light blending, and soft light blending.

5. A computer implemented method for blending mineralogy images, comprising:
receiving a base layer mineralogy image and a top layer mineralogy image;
sequentially, via a computer processor and for each pixel in the base or top layer mineralogy images:
determining a base layer value from the pixel in the base layer mineralogy image;
determining a top layer value from the pixel in the top layer mineralogy image;
determining a luminosity value from one of the base layer or top layer values; and
determining a blended image value for each pixel of a blended image using one of multiple blending methods, the blending method used being determined on a per pixel basis as a function of the luminosity; and
generating a blended mineralogy image using the blended image values; and

displaying the blended image.

6. The computer implemented method of claim 5 , in which the multiple blending methods include at least two blending methods selected from the group of multiple blend modes, screen blend modes, and overlay blend modes.

7. The computer implemented method of claim 5 , in which the multiple blending methods include at least two blending methods selected from the group of overlay blend modes, hard light blending, and soft light blending.

8. The computer implemented method of claim 5 , wherein one of the base layer mineralogy image or the top layer mineralogy image is a textural mineralogy image and the other of the base layer or the top layer is a spatial mineral distribution image.

9. The computer implemented method of claim 5 , wherein the textural mineralogy image is an image of the intensity of back-scattered electrons.

10. The computer implemented method of claim 9 , wherein the luminance value for a pixel in the textural mineralogy image comprises the grey value for that pixel.

11. The computer implemented method of claim 5 , wherein one of the base layer mineralogy image or the top layer mineralogy image is an elemental image and the other of the base layer or the top layer is a spatial mineral distribution image.

12. The computer implemented method of claim 11 , in which determining a blended image includes receiving an elemental threshold and assigning a blended image value to render a pixel black when a corresponding pixel of the elemental distribution image has a value that is less than the elemental threshold.

13. The computer implemented method of claim 5 , wherein the base layer mineralogy image is an image of the intensity of generated x-rays and the top layer mineralogy image is a spatial mineral distribution image.

14. The computer implemented method of claim 5 , wherein the blended value is determined by doubling the multiply value if the top layer value is less than a threshold, and by otherwise inverting twice the product of the inverted top layer value with the inverted bottom layer value.

15. The computer implemented method of claim 5 , further comprising:
directing a charged particle beam toward a work piece;
detecting emissions from the work piece at multiple points impacted by the charged particle beam;
using the emissions to determine the base layer mineralogy image and the top layer mineralogy image.

16. The computer implemented method of claim 5 , in which determining a blended image value includes
receiving a mixing parameter; and
determining an image blending weight by multiplying the luminosity value by the mixing parameter.

17. A computer program product, stored on a non-transitory computer readable medium, comprising instructions operable to cause a programmable processor to perform the method of claim 5 .

18. The computer program product of claim 17 , in which the computer instructions for determining a blended image value for each pixel of a blended image using one of multiple blending methods include computer instructions in which the multiple blend modes include at least two blend modes selected from the group of a multiple blend mode, a screen blend mode, and an overlay blend mode.

19. The computer program product of claim 17 , in which the computer instructions for determining a blended image value for each pixel of a blended image using one of multiple blending methods include computer instructions in which the multiple blend modes include at least two blend modes selected from the group of overlay blend mode, hard light blending, and soft light blending.

20. An charged particle beam apparatus, comprising:
an electron beam source for illuminating a portion of the sample;
at least one detector for detecting radiation emitted from the illuminated portion of the sample; and
one or more processors configured to:
determine from the detected radiation a base layer mineralogy image and a top layer mineralogy image;
sequentially, via a computer processor and for each pixel in the base or top layer mineralogy images:
determine a base layer value from the pixel in the base layer mineralogy image;
determine a top layer value from the pixel in the top layer mineralogy image;
determine a luminosity value from one of the base layer or top layer values;
determine a blended image value using one of multiple blending methods, the blending method used being determined on a per pixel basis as a function of the luminosity; and

generate a blended mineralogy image using the blended image values; and
display the blended image.

21. The charged particle beam apparatus of claim 20 , in which the at least one detector comprises a backscattered electron detector and an x-ray detector and in which one of the base or top layer mineralogy images comprises a backscattered electron image.

Assignees

• Fei Co
• Fei Compan

Inventors

• Howell Garth
• Owen Michael James
• Salazar Leonardo
• Haberlah David
• Goergen Eric

Classifications

• G06T11/10 Primary

  Texturing; Colouring; Generation of textures or colours (retouching, inpainting or scratch removal G06T5/77) · CPC title

• G06T11/60 Primary

  Creating or editing images; Combining images with text · CPC title

• G06T2207/20216

  Image averaging · CPC title

• G06T2207/20221

  Image fusion; Image merging · CPC title

• G06T2207/30181

  Earth observation · CPC title