IP Library Granted Patent US 7,092,573
Granted Patent B2
US 7,092,573 · App. 10/016,601 · Granted Aug 15, 2006

Method and system for selectively applying enhancement to an image

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Quick Facts
Patent No.
US 7,092,573
App. No.
10/016,601
Granted
Aug 15, 2006
Kind
B2
Abstract

A method for processing a digital color image includes the steps of: providing a subject matter detector for distinguishing between target and background subject matters; applying the subject matter detector to the image to produce a belief map indicating the degree of belief that pixels in the image belong to target subject matter; providing an image enhancement operation that is responsive to a control signal for controlling the degree of image enhancement; and applying image enhancement to the digital image by varying the control signal according to the belief map to produce an enhanced image.

Claims (54)

1. A method for processing a digital image, comprising the steps of:

applying a subject matter detector to the digital image to produce a belief map of values indicating the degree of belief that pixels in the digital image belong to target subject matter, said values defining a plurality of belief regions;

determining the sizes of each of said belief regions in said belief map;

enhancing the digital image, said enhancing varying pixel by pixel in accordance with both the degree of belief and the size of the respective said belief region.

2. The method of claim 1 wherein said applying further comprises assigning one of three or more different belief values to each of the pixels of the digital image.

3. The method of claim 2 wherein said assigning is based upon color and texture features.

4. The method claimed in claim 2 , further comprising selecting one or more of a plurality of subject matter detectors and using said one or more subject matter detectors to produce said belief values.

5. The method claimed in claim 4 , wherein said using further comprises reducing the resolution of the digital image prior to applying the subject matter detector.

6. The method claimed in claim 4 , further comprising selecting one or more of a plurality of image enhancement operations, and using said one or more image enhancement operations in said enhancing.

7. A system for processing a digital image, comprising:

a subject matter detector distinguishing between target and background subject matters in the digital image to produce a belief map of values indicating the degree of belief that pixels in the digital image belong to target subject matter, said values defining a plurality of belief regions; and

a belief map analyzer determining sizes of said belief regions;

an image enhancement operator enhancing said digital image, said image enhancement operator controlling the degree of image enhancement pixel by pixel, in accordance with both the degree of belief and the size of the respective said belief region.

8. A method for processing a digital image, comprising the steps of:

applying a subject matter detector to the digital image to produce a belief map of values indicating the degree of belief that pixels in the digital image belong to target subject matter;

determining the location and size of each of a plurality of belief regions in said belief map;

enhancing the digital image, said enhancing varying pixel by pixel in accordance with the degree of belief the size and the location of the respective said belief region.

9. A method for processing a digital image, comprising the steps of:

providing a subject matter detector for distinguishing between target and background subject matters;

applying the subject matter detector to the image to produce a belief map of values indicating the degree of belief that pixels in the image belong to target subject matter;

analyzing the belief map to generate a control signal;

providing an image enhancement operation that is responsive to the control signal for controlling the degree of image enhancement; and

applying image enhancement operation to the digital image by varying the control signal pixel by pixel according to the belief map to produce an enhanced image;

wherein the analyzing includes determining the location and size of each belief region within said belief map and enhancing the control signal based on the locations.

10. The method claimed in claim 9 further comprising selecting one or more of a plurality of subject matter detectors and using said one or more subject matter detectors to produce said belief values.

11. The method claimed in claim 10 , wherein said using further comprises reducing the resolution of the digital image prior to applying the subject matter detector.

12. The method claimed in claim 10 , further comprising selecting one or more of a plurality of image enhancement operations, and using said one or more image enhancement operations in said enhancing.

13. A method for processing a digital image, comprising the steps of:

providing a subject matter detector for distinguishing between target and background subject matters;

applying the subject matter detector to the image to produce a belief map of values indicating the degree of belief that pixels in the image belong to target subject matter, said values defining a plurality of belief regions;

analyzing the belief map to generate a control signal;

providing an image enhancement operation that is responsive to the control signal for controlling the degree of image enhancement; and

applying image enhancement operation to the digital image by varying the control signal pixel by pixel according to the belief map to produce an enhanced image;

wherein the analyzing includes determining the size of each belief region and enhancing the control signal based on the size.

14. The method claimed in claim 13 , wherein a plurality of subject matter detectors are provided, and further comprising the step of selecting one or more of the provided subject matter detectors.

15. The method claimed in claim 14 , wherein the target subject matters include human flesh, clear blue sky, lawn grass, snow fields, and water bodies.

16. The method claimed in claim 13 , wherein a plurality of image enhancement operations are provided, and further comprising the step of selecting one or more of the provided image enhancement operations.

17. The method claimed in claim 16 , wherein the image enhancement operations include sharpening, noise reduction, JPEG de-blocking, tone scale adjustment, scene balance adjustment, and color re-mapping.

18. The method claimed in claim 13 , wherein the target subject matter is human flesh.

19. The method claimed in claim 13 , wherein the target subject matter is clear blue sky.

20. The method claimed in claim 13 , wherein the target subject matter is lawn grass.

21. The method claimed in claim 13 , wherein the target subject matter is snow field.

22. The method claimed in claim 13 , wherein the target subject matter of is a body of water.

23. The method claimed in claim 13 , wherein the image enhancement operation is sharpening.

24. The method claimed in claim 13 , wherein the image enhancement operation is noise reduction.

25. The method claimed in claim 13 , wherein the image enhancement operation is tone scale adjustment.

26. The method claimed in claim 13 , wherein the image enhancement operation is scene balance adjustment.

27. The method claimed in claim 13 , wherein the image enhancement operation is color re-mapping.

28. The method claimed in claim 13 , wherein the image enhancement operation is JPEG de-blocking.

29. The method claimed in claim 13 , wherein the image enhancement operation is image magnification employing interpolation.

30. The method claimed in claim 29 , wherein the image interpolation is selectable between bilinear interpolation and fractal based interpolation.

31. The method claimed in claim 13 , further comprising the step of reducing the resolution of the digital image prior to applying the subject matter detector.

32. A computer readable program product stored on a computer readable medium for performing the method of claim 13 .

33. The method of claim 13 , wherein said values indicate more than two different degrees of belief that respective pixels in the image belong to target subject matter.

Assignments (6)
RELEASE OF SECURITY INTEREST Recorded Aug 15, 2023
From: INTELLECTUAL VENTURES FUND 83 LLC
To: MONUMENT PEAK VENTURES, LLC
Reel/Frame 064599/0304 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 9, 2017
From: INTELLECTUAL VENTURES FUND 83 LLC
To: MONUMENT PEAK VENTURES, LLC
Reel/Frame 041941/0079 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 12, 2013
From: EASTMAN KODAK COMPANY
To: INTELLECTUAL VENTURES FUND 83 LLC
Reel/Frame 030203/0507 →
PATENT RELEASE Recorded Feb 1, 2013
From: CITICORP NORTH AMERICA, INC.; WILMINGTON TRUST, NATIONAL ASSOCIATION
To: EASTMAN KODAK COMPANY; EASTMAN KODAK INTERNATIONAL CAPITAL COMPANY, INC.; FAR EAST DEVELOPMENT LTD.; KODAK (NEAR EAST), INC.; KODAK AMERICAS, LTD.; KODAK PORTUGUESA LIMITED; KODAK REALTY, INC.; LASER-PACIFIC MEDIA CORPORATION; KODAK AVIATION LEASING LLC; KODAK PHILIPPINES, LTD.; NPEC INC.; FPC INC.; KODAK IMAGING NETWORK, INC.; PAKON, INC.; QUALEX INC.; CREO MANUFACTURING AMERICA LLC
Reel/Frame 029913/0001 →
SECURITY INTEREST Recorded Feb 21, 2012
From: EASTMAN KODAK COMPANY; PAKON, INC.
To: CITICORP NORTH AMERICA, INC., AS AGENT
Reel/Frame 028201/0420 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 10, 2001
From: LUO, JIEBO; GALLAGHER, ANDREW C.; SINGHAL, AMIT; GRAY, ROBERT T.
To: EASTMAN KODAK COMPANY
Reel/Frame 012400/0964 →