Automatic image sharpening in an electronic imaging system

• US 5,696,850 A
• Filed: 12/21/1995
• Issued: 12/09/1997
• Est. Priority Date: 12/21/1995
• Status: Expired due to Term

• Current Assignee: Eastman Kodak Company
• Original Assignee: Eastman Kodak Company
• Inventors: Parulski, Kenneth A., Axman, Michael S.
• Primary Examiner(s): Rogers, Scott A.
• Application Number:
  US08/576,738
• Time in Patent Office: 719 Days
• Field of Search: 382/261, 382/263, 382/266, 382/254, 358/406, 358/442, 358/447, 358/443, 358/519, 358/906, 358/909.1, 358/523, 348/231, 348/232, 348/233, 348/552, 395/106, 395/109, 395/114
• US Class Current: 382/261
• CPC Class Codes: G06T 2207/20192 Edge enhancement; Edge preservation
• CPC Class Codes: G06T 5/20 using local operators
• CPC Class Codes: G06T 5/73 Deblurring; Sharpening

Abstract

Digital reproductions of any size made from images scanned from film or taken by an electronic camera are optimally sharpened in a system-wide operation. The images are captured by an imaging device having an electronic imager and subsequently reproduced in a reproduction device, both imaging and reproduction devices having respective modulation transfer functions. Initially, the imaging device modulation transfer function and the reproduction device modulation transfer function are stored in separate devices. After an image is captured with the imaging device, a system modulation transfer function is generated from the imaging device modulation transfer function and the reproduction device modulation transfer function. Then a sharpening function is generated from the system modulation transfer function and the sharpening filter function is applied to the image captured by the imaging device in order to sharpen the image.

Claims

1. A method for sharpening images captured by an imaging device having an electronic imager and subsequently reproduced in a reproduction device, both imaging and reproduction devices having respective spatial response functions, said method comprising the steps of:

storing the imaging device spatial response function;

storing the reproduction device spatial response function;

capturing an image with the imaging device;

generating a system spatial response function from the imaging device spatial response function and the reproduction device spatial response function;

generating a sharpening filter function from the system spatial response function; and

applying the sharpening filter function to the image captured by the imaging device in order to sharpen the image.

2. A method as claimed in claim 1 wherein the spatial response function of both imaging and reproduction devices is a modulation transfer function, and the system spatial response function is a system modulation transfer function.

3. A method as claimed in claim 2 wherein the step of generating a sharpening filter function comprises generating an inverse filter function which produces a substantially flat transfer function when applied to the image.

4. A method as claimed in claim 2 further comprising the steps of:

selecting a size of reproduction; and

scaling the imaging device modulation transfer function for the selected size of reproduction.

5. A method as claimed in claim 1 wherein the reproduction device is a printer.

6. A method as claimed in claim 1 wherein the reproduction device is a display device.

7. A method as claimed in claim 1 wherein the imaging device is a digital camera.

8. A method as claimed in claim 1 wherein the imaging device is a scanner.

9. A method as claimed in claim 2 wherein the step of generating a system modulation transfer function comprises the steps of:

adjusting the frequency axis of the imaging device modulation transfer function to correspond to that of the reproduction device; and

multiplying a correspondingly adjusted imaging device modulation transfer function with the reproduction device modulation transfer function.

10. A method as claimed in claim 2 further including a host computer which receives images captured by the electronic imaging device, generates processed images, and provides the processed images to the reproduction device, wherein the step of generating the system modulation transfer function takes place in the host computer.

11. A method as claimed in claim 10 wherein the imaging device modulation transfer function is stored with the imaging device and provided to the host computer with the image.

12. A method as claimed in claim 10 wherein the imaging device modulation transfer function is stored in a computer file and provided to .the host computer with the image.

13. A method as claimed in claim 10 wherein the imaging device modulation transfer function is electronically communicated to the host computer.

14. A method as claimed in claim 10 wherein the reproduction device modulation transfer function is stored with the reproduction device and downloaded to the host computer.

15. A method as claimed in claim 10 wherein the reproduction device modulation transfer function is stored in a computer file and provided to the host computer.

16. A method as claimed in claim 10 wherein the reproduction device modulation transfer function is electronically communicated to the host computer.

17. A method as claimed in claim 2 wherein the steps of generating the system modulation transfer function, generating the sharpening filter function, and applying the sharpening filter function to the image takes place in the host computer.

18. A method as claimed in claim 17 wherein the imaging device modulation transfer function is stored with the imaging device and provided to the reproduction device with the image.

19. A method as claimed in claim 17 wherein the imaging device modulation transfer function is stored in a computer file and provided to the reproduction device with the image.

50. A method as claimed in claim 1 further comprising the steps of:

measuring a noise level of the imaging device; and

limiting a maximum gain of the sharpening filter as a function of the imaging device noise level.

20. A method for sharpening images captured by a imaging device having an electronic imager and subsequently reproduced in a reproduction device, both imaging and reproduction devices having respective modulation transfer functions, said method comprising the steps of:

characterizing the modulation transfer function of the imaging device relative to a sampling frequency of the imager;

storing the imaging device modulation transfer function with the imaging device;

characterizing the modulation transfer function of the reproduction device relative to a sampling frequency of the reproduction device;

storing the reproduction device modulation transfer function with the reproduction device;

capturing an image with the imaging device;

selecting a reproduction size;

scaling the imaging device modulation transfer function for the selected reproduction size;

generating a system modulation transfer function from the imaging device modulation transfer function and the reproduction device modulation transfer function;

generating a sharpening function from the system modulation transfer function; and

applying the sharpening filter function to the image captured by the imaging device in order to sharpen the image.

21. A method as claimed in claim 20 wherein the reproduction device is a printer.

22. A method as claimed in claim 20 wherein the reproduction device is a display device.

23. A method as claimed in claim 20 wherein the imaging device is a digital camera.

24. A method as claimed in claim 20 wherein the imaging device is a scanner.

25. A method as claimed in claim 20 wherein the step of generating a system modulation transfer function comprises the steps of:

adjusting the frequency axis of the imaging device modulation transfer function to correspond to that of the reproduction device; and

multiplying a correspondingly adjusted imaging device modulation transfer function with the reproduction device modulation transfer function.

26. An electronic imaging system for capturing, processing, and reproducing images, both capturing and reproducing functions characterized by respective modulation transfer functions, said system comprising:

an electronic imaging device including an imager for capturing the images, said imaging device having an imaging device modulation transfer function and a storage device for storing data representing the imaging device modulation transfer function;

a reproduction device for reproducing the image captured by the imaging device, said reproduction device having a reproduction device modulation transfer function and a storage device for storing data representing the reproduction device modulation transfer function; and

a processor for processing the images captured by the imaging device before they are reproduced by the reproduction device;

said processor including means for generating a system modulation transfer function from the imaging device modulation transfer function and the reproduction device modulation transfer function, means for generating a sharpening filter function from the system modulation transfer function, and means for applying the sharpening filter function to the images captured by the imaging device in order to sharpen the images.

27. A system as claimed in claim 26 wherein the reproduction device is a printer.

28. A system as claimed in claim 26 wherein the reproduction device is a display device.

29. A system as claimed in claim 26 wherein the imaging device is a digital camera.

30. A system as claimed in claim 26 wherein the imaging device is a scanner.

31. A system as claimed in claim 26 wherein the means for generating a system modulation transfer function comprises:

means for adjusting the frequency axis of the imaging device modulation transfer function to correspond to that of the reproduction device; and

means for multiplying a correspondingly adjusted imaging device modulation transfer function with the reproduction device modulation transfer function.

32. A system as claimed in claim 26 wherein the processor is a host computer which receives images captured by the electronic imaging device, generates processed images, and provides the processed images to the reproduction device.

33. A system as claimed in claim 32 wherein the imaging modulation transfer function is stored in internal memory in the imaging device and provided to the host computer in a record combining the image and the data representing the imaging device modulation transfer function.

34. A system as claimed in claim 32 wherein the imaging device modulation transfer function is stored in a computer file provided with the imaging device and provided to the host computer separately from the image.

35. A system as claimed in claim 32 wherein the reproduction device modulation transfer function is stored in internal memory in the reproduction device and downloaded to the host computer.

36. A system as claimed in claim 32 wherein the reproduction device modulation transfer function is stored in a computer file provided with the reproduction device and provided to the host computer.

37. An imaging device for capturing images and supplying the captured images to a computer, said imaging device comprising:

an image sensor positioned in the imaging device for capturing an image;

an optical section for focusing image light from the image upon the image sensor;

a sensor driver for driving the image sensor at a predetermined sampling frequency in order to generate image data;

a memory for storing MTF data representing a modulation transfer function of the image sensor characterized relative to the predetermined sampling frequency of the image sensor; and

a processor for generating an imaging device output signal comprised of the image data and the MTF data, whereby the imaging device output signal is made available to the computer.

38. An imaging device as claimed in claim 37 wherein the imaging device is a digital camera.

39. An imaging device as claimed in claim 37 wherein the imaging device is a scanner.

40. A reproduction device for reproducing images supplied by a computer, said reproduction device comprising:

a memory for storing MTF data representing a modulation transfer function of the reproduction device;

an interface for outputting the MTF data to the computer where it is used to generate sharpened images;

a processor for generating a reproduction signal from the sharpened images; and

an output generator for generating reproductions of the sharpened images.

41. A reproduction device as claimed in claim 40 wherein the output generator is a printer.

42. A reproduction device as claimed in claim 40 wherein the output generator is a display device.

43. An imaging kit for capturing images and supplying the captured images to a computer, said imaging kit comprising:

an imaging device including an image sensor for capturing an image, an optical section for focusing image light from the image upon the image sensor, a sensor driver for driving the image sensor at a predetermined sampling frequency in order to generate image data, and a processor for generating an imaging device output signal comprised of the image data; and

a computer file including a memory for storing MTF data representing a modulation transfer function of the image sensor characterized relative to the predetermined sampling frequency of the image sensor, whereby the imaging device output signal and the computer file is made available to the computer for sharpening the images.

44. An imaging kit as claimed in claim 43 wherein the imaging device is a digital camera.

45. An imaging kit as claimed in claim 43 wherein the imaging device is a scanner.

46. An imaging kit as claimed in claim 43 wherein the computer file is a magnetic disk.

47. A method for enabling the sharpening of images from a digital capture device comprising the steps of:

capturing an image of a test chart incorporating features for measuring the modulation transfer function (MTF) of the capture device;

generating test chart image data;

analyzing the test chart image data to determine the capture device MTF; and

providing the MTF data along with the capture device so that subsequently captured images may be sharpened.

48. A method as claimed in claim 47 further comprising the steps of:

using the capture device MTF data to determine a sharpening filter appropriate for the image capture device;

generating image data; and

applying the sharpening filter to the image data.

49. A method as claimed in claim 48 further comprising the steps of:

measuring a noise level of the capture device; and

limiting a maximum gain of the sharpening filter as a function of the capture device noise level.

51. A reproduction device for reproducing images captured by an imaging device, said reproduction device comprising:

a memory for storing reproduction MTF data representing a modulation transfer function of the reproduction device;

an interface for inputting imaging MTF data representing a modulation transfer function of the imaging device;

a processor for generating a system modulation transfer function from the imaging MTF data and the reproduction MTF data and a sharpening filter function from the system modulation transfer function;

means for applying the sharpening filter function to the images captured by the imaging device to generate sharpened images; and

an output generator for generating reproductions of the sharpened images.