Color management of halftoned images

• US 20070053003A1
• Filed: 09/02/2005
• Published: 03/08/2007
• Est. Priority Date: 09/02/2005
• Status: Active Grant

• Current Assignee: Xerox Corporation (Xerox Holdings Corp.)
• Original Assignee: Xerox Corporation (Xerox Holdings Corp.)
• Inventors: Bala, Raja, Xu, Beilei, Loce, Robert
• Granted Patent: US 8,049,929 B2
• Time in Patent Office: Days
• US Class Current: 358/3.60
• CPC Class Codes: H04N 1/40075 Descreening, i.e. converting a halftone signal into a corresponding continuous-tone signal; Rescreening, i.e. combined descreening and halftoning
• CPC Class Codes: H04N 1/60 Colour correction or control H04N1/54 takes precedence

Abstract

Aspects of color of a halftoned image are controlled or adjusted. A method for adjustment can include determining a color description of a color of an area or window associated with a target halftoned pixel, determining a desired adjustment to the color associated with the target pixel, determining a color change value based on the desired adjustment and the color description associated with the target pixel, combining the color change value with at least one value of the target halftoned pixel, thereby generating at least one combined target pixel value and quantizing the at least one combined target pixel value. For instance error diffusion and/or rank-ordered error diffusion is used to perform the quantization. Color adjustments can be based on user preference and/or calibration compensations between original and target devices.

Claims

1. A method that is operative to adjust a color halftoned image or image portion, the method comprising:

for each pixel in the image or image portion for which adjustment is desired;

selecting a halftoned pixel of the halftoned image or image portion to be a target pixel;

estimating a description of a color associated with the target pixel based on a plurality of color planes;

determining a desired color adjustment for the estimated color description associated with the target pixel;

determining at least one change value for at least one color plane of the target pixel based on the estimated color description and the desired color adjustment;

combining the at least one change value with at least one value of the target pixel, thereby generating an adjusted target pixel; and

quantizing the adjusted target pixel;

thereby generating an adjusted halftoned image or image portion.

2. The method of claim 1 wherein estimating the color comprises:

low pass filtering halftone pixel values of the target pixel and at least one pixel neighboring the target pixel in at least 2 color planes.

3. The method of claim 2 wherein estimating the color further comprises:

combining the low pass filter results of the at least 2 color planes in a color mixing formula.

4. The method of claim 1 wherein estimating the color comprises:

combining pixel values in at least 2 color planes of the target pixel in a color mixing formula.

5. The method of claim 4 wherein combining pixel values comprises:

combining pixel values in a color mixing formula based on a Neugebauer model.

6. The method of claim 1 wherein determining the desired color adjustment for the halftoned image or image portion comprises:

determining at least one of a desired adjustment in brightness, contrast, saturation, hue, or color balance and/or a compensation based on a difference between an original device and a target device.

7. The method of claim 1 wherein determining at least one change value comprises:

determining an adjusted color value for the target pixel based on the desired adjustment;

determining a color difference between the adjusted color value and the color estimate; and

using the determined difference as the at least one change value.

8. The method of claim 1 wherein determining at least one change value comprises:

determining an adjusted color value for the target pixel based on the desired adjustment;

converting the color estimate from a color estimate description in color space of an output of a color mixing formula into a color estimate description in a color space of the target pixel;

converting the adjusted color value from an adjusted color value description in a color space of an output of a color mixing formula into an adjusted color value description in the color space of the target pixel;

determining a color difference between the converted adjusted color value and the converted color estimate; and

using the color difference description in the color space of the target pixel as the at least one change value.

9. The method of claim 1 wherein quantizing the adjusted target pixel comprises:

quantizing values of the adjusted target pixel according to one of error diffusion and rank ordered error diffusion, wherein quantizing values of the adjusted target pixel includes at least one of one of quantizing the values of the adjusted target pixel to one of two binary values according to a single threshold per value and quantizing the values of the target pixel to one of at least three high addressable quantization values according to at least two high addressable quantization thresholds per value.

10. A method for adjusting color of a halftoned image or image portion, the method comprising:

determining a color description of a color of an area associated with a target halftoned pixel of the halftoned image or image portion;

determining a desired adjustment to the color associated with the target pixel;

determining a color change value based on the desired adjustment and the color description associated with the target pixel;

combining the color change value with at least one value of the target halftoned pixel, thereby generating at least one combined target pixel value; and

quantizing the at least one combined target pixel value.

11. The method of claim 10 wherein determining the color description of the area associated with the target pixel comprises:

determining a weighted average of halftoned pixel values from an area of the image or image portion including the target pixel;

processing the weighted average through a color mixing formula that takes into account color plane interactions or correlations.

12. The method of claim 10 wherein determining the color description of the area associated with the target pixels comprises:

processing halftoned pixel values from an area of the image or image portion including the target pixels through a color mixing formula that takes into account color plane interactions or correlations.

13. The method of claim 11 wherein processing the weighted average through a color mixing formula further comprises:

processing the weighted average through a color mixing formula the takes into account at least one of color characteristics of an original device for which the halftoned image or image portion was originally generated, characteristics of a target device upon which it is desired to render a version of the halftoned image or image portion, characteristics of a virtual reference device, an angle of a halftone screen used to generate the halftoned image or image portion, a frequency of a halftone screen used to generate the halftoned image or image portion, and thresholds of a halftone screen used to generate the halftoned image or image portion.

14. The method of claim 12 wherein processing halftoned pixel values through a color mixing formula further comprises:

processing halftoned pixel values through a color mixing formula the takes into account at least one of color characteristics of an original device for which the halftoned image or image portion was originally generated, characteristics of a target device upon which it is desired to render a version of the halftoned image or image portion, characteristics of a virtual reference device, an angle of a halftone screen used to generate the halftoned image or image portion, a frequency of a halftone screen used to generate the halftoned image or image portion, and thresholds of a halftone screen used to generate the halftoned image or image portion.

15. An image processing system comprising:

a color estimator that is operative to receive a halftoned color image or image portion and estimate colors associated with halftoned target pixels of the halftoned color image or image portion;

a color adjustor that is operative to determine color change values for the estimated colors based on a user preference and/or a calibration compensation;

a combiner that is operative to combine respective determined color change values with values of respective halftoned target pixels, thereby generating adjusted target pixel values; and

a quantizer that is operative to quantize the adjusted target pixel values.

16. The system of claim 15 wherein the color estimator is operative to estimate colors associated with target pixels by at least one of low pass filtering halftone pixel values of the target pixels and pixels neighboring the target pixels in at least 2 color planes, processing pixel values of at least 2 color planes of the target pixel in a color mixing formula and processing at least two color plane outputs of a low pass filter output associated with the target pixel and pixels neighboring the target pixel through a color mixing formula.

17. The system of claim 16 wherein the color estimator is operative to processing pixel values of at least 2 color planes of the target pixel in a color mixing formula by processing the pixel values in a color mixing formula based on a Neugebauer model.

18. The system of claim 15 wherein the color adjustor is operative to determine color change values for the estimated colors based on at least one of desired adjustment in brightness, contrast, saturation, hue, or color balance and/or a compensation based on a difference between an original device and a target device.

19. The system of claim 15 wherein the color adjuster is operative to determine color change values by determining adjusted color values for the target pixels based on the desired adjustment, determining color differences between the adjusted color values and the estimated colors using the determined color difference as the change values or by converting the color estimate from a color estimate description in color space of an output of a color mixing formula into a color estimate description in a color space of the target pixel and converting the adjusted color value from an adjusted color value description in a color space of an output of a color mixing formula into an adjusted color value description in the color space of the target pixel and using the color difference description in the color space of the target pixel as the at least one change value.

20. The system of claim 15 wherein the quantizer is operative to quantize the adjusted target pixel value by quantizing the values of the adjusted target pixels according to one of error diffusion and rank ordered error diffusion, wherein quantizing values of the adjusted target pixels includes at least one of one of quantizing the values of the adjusted target pixel to one of two binary values according to a single threshold per value and quantizing the values of the target pixel to one of at least three high addressable quantization values according to at least two high addressable quantization thresholds per value.

21. The system of claim 15 further comprising:

at least one rendering device.

22. The system of claim 21 wherein the at least one rendering device comprises:

at least one of an ink jet printer, an electro-photographic printer and a xerographic printer.