Sub-pixel modification of digital images by locally shifting to an arbitrarily dense supergrid

• US 9,626,749 B2
• Filed: 12/10/2014
• Issued: 04/18/2017
• Est. Priority Date: 12/10/2014
• Status: Active Grant

• Current Assignee: Intel Corporation
• Original Assignee: Intel Corporation
• Inventors: Golembiowski, Albert
• Primary Examiner(s): COUSO, YON JUNG
• Application Number:
  US14/565,502
• Publication Number:
  US 20160171673A1
• Time in Patent Office: 860 Days
• Field of Search: 382261
• CPC Class Codes: G06T 5/20 using local operators
• CPC Class Codes: G06T 5/70 Denoising; Smoothing

Abstract

Methods and systems may provide for receiving an input image having an input pixel density and defining a single filter based on a sub-pixel modification value, wherein the single filter has a working lattice density that is greater than the input pixel density. Additionally, the single filter and the input image may be used to generate an output image. In one example, defining the single filter includes converting the input pixel density to the working lattice density at an aperture level of the single filter.

Claims

1. A system comprising:

a memory device to store an input image having an input pixel density;

a processor including,

an image receiver to receive the input image,

a filter generator to define a single filter based on a sub-pixel modification value, wherein the single filter forms a lattice grid having a first set of grid lines spaced one pixel apart and a second set of grid lines within the first set of grid lines, wherein the second set of grid lines are spaced at a fine density at the sub-pixel level and provide a working lattice density that is greater than the input pixel density, and

an image modifier to use the single filter and the input image to generate an output image, wherein the image sub-pixel modification value is a sub-pixel blur value; and

a display device to visually present the output image.

2. The system of claim 1, wherein the filter generator is to convert the input pixel density to the working lattice density at an aperture level of the single filter.

3. The system of claim 1, wherein the filter generator is to convolve an interpolation filter with an approximation filter having a non-rectangular aperture.

4. The system of claim 3, wherein the interpolation filter and the approximation filter are to be two dimensional finite impulse response (FIR) filters.

5. The system of claim 1, wherein the image modifier is to compute only a zero phase portion of the single filter.

6. The system of claim 1, wherein the sub-pixel modification value is to be a sub-pixel blur value.

7. An apparatus comprising:

an image receiver to receive an input image having an input pixel density;

a filter generator to define a single filter based on a sub-pixel modification value, wherein the single filter forms a lattice grid having a first set of grid lines spaced one pixel apart and a second set of grid lines within the first set of grid lines, wherein the second set of grid lines are spaced at a fine density at the sub-pixel level and provide a working lattice density that is greater than the input pixel density; and

an image modifier to use the single filter and the input image to generate an output image, wherein the image sub-pixel modification value is a sub-pixel blur value.

8. The apparatus of claim 7, wherein the filter generator is to convert the input pixel density to the working lattice density at an aperture level of the single filter.

9. The apparatus of claim 7, wherein the filter generator is to convolve an interpolation filter with an approximation filter having a non-rectangular aperture.

10. The apparatus of claim 9, wherein the interpolation filter and the approximation filter are to be two dimensional finite impulse response (FIR) filters.

11. The apparatus of claim 7, wherein the image modifier is to compute only a zero phase portion of the single filter.

12. The apparatus of claim 7, wherein the sub-pixel modification value is to be a sub-pixel blur value.

13. A method comprising:

receiving an input image having an input pixel density;

defining a single filter based on a sub-pixel modification value, wherein the single filter forms a lattice grid having a first set of grid lines spaced one pixel apart and a second set of grid lines within the first set of grid lines, wherein the second set of grid lines are spaced at a fine density at the sub-pixel level and provide working lattice density that is greater than the input pixel density; and

using the single filter and the input image to generate an output image, wherein the image sub-pixel modification value is a sub-pixel blur value.

14. The method of claim 13, wherein defining the single filter includes converting the input pixel density to the working lattice density at an aperture level of the single filter.

15. The method of claim 13, wherein defining the single filter includes convolving an interpolation filter with an approximation filter having a non-rectangular aperture.

16. The method of claim 15, wherein the interpolation filter and the approximation filter are two dimensional finite impulse response (FIR) filters.

17. The method of claim 13, wherein using the single filter to generate the output image includes computing only a zero phase portion of the single filter for the input image.

18. The method of claim 13, wherein the sub-pixel modification value is a sub-pixel blur value.

19. At least one non-transitory computer readable storage medium comprising a set of instructions which, when executed by a computing device, cause the computing device to:

receive an input image having an input pixel density;

define a single filter based on a sub-pixel modification value, wherein the single filter forms a lattice grid having a first set of grid lines spaced one pixel apart and a second set of grid lines within the first set of grid lines, wherein the second set of grid lines are spaced at a fine density at the sub-pixel level and provide a working lattice density that is greater than the input pixel density; and

use the single filter and the input image to generate an output image, wherein the image sub-pixel modification value is a sub-pixel blur value.

20. The at least one non-transitory computer readable storage medium of claim 19, wherein the instructions, when executed, cause a computing device to convert the input pixel density to the working lattice density at an aperture level of the single filter.

21. The at least one non-transitory computer readable storage medium of claim 19, wherein the instructions, when executed, cause a computing device to convolve an interpolation filter with an approximation filter having a non-rectangular aperture.

22. The at least one non-transitory computer readable storage medium of claim 21, wherein the interpolation filter and the approximation filter are to be two dimensional finite impulse response (FIR) filters.

23. The at least one non-transitory computer readable storage medium of claim 19, wherein the instructions, when executed, cause a computing device to compute only a zero phase portion of the single filter for the input image.

24. The at least one non-transitory computer readable storage medium of claim 19, wherein the sub-pixel modification value is to be a sub-pixel blur value.