IP Library Granted Patent US 7,724,392
Granted Patent B2
US 7,724,392 · App. 10/836,177 · Granted May 25, 2010

Methods and apparatus for calibrating digital imaging devices

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Quick Facts
Patent No.
US 7,724,392
App. No.
10/836,177
Granted
May 25, 2010
Kind
B2
Abstract

Methods and apparatus are provided for calibrating a digital color imaging device to a printing press by determining a total colorant limit, per-channel colorant limits, and channel linearization tables using calorimetric and/or spectrophotometric techniques. In addition, for digital color imaging devices that use multi-hue colorants, methods and apparatus are provided for determining distribution functions for the multi-hue colorants as a function of input values.

Claims (55)

1. A system for calibrating a digital color imaging device to a printing press, the printing press comprising a color profile having a plurality of colorant values and associated colorimetric values, the system comprising:

the digital color imaging device for printing an image source comprising a test pattern, the test pattern comprising a plurality of strips, each strip comprising a plurality of patches, each patch comprising a colorant value;

an instrument that colorimetrically measures the patches in the printed test pattern; and

a processor that: (a) receives colorimetric measurements from the instrument and calculates therefrom a tonal response for the digital color imaging device; (b) receives a plurality of colorimetric values from the color profile; and (c) calibrates the digital color imaging device to the printing press by calculating:

a total colorant limit by identifying a patch in each strip with a minimum L-value, and from each patch in each strip with the minimum L-value, identifying a patch with a maximum total area coverage, and setting the total colorant limit to the maximum total area coverage,

a per-channel colorant limit by determining a minimum limit for each colorant, a maximum limit for each colorant, and an optimal per channel colorant limit between the minimum and the maximum limit for each colorant, and

a linearized table for each colorant by determining a tonal response for the printing press, and mapping the tonal response of the digital color imaging device to the tonal response for the printing press.

2. The system of claim 1 , wherein the maximum limit for each colorant for the per-channel colorant limit is determined by:

identifying a colorant value of a minimum black patch with a minimum L-value, wherein a difference between an L-value of the minimum black patch and the L-value of a 100% black colorant patch is small; and

identifying a colorant value of a printed patch having one of the following: a maximum chroma and a colorant where oversaturation begins if the colorant is for a colorant other than black.

3. The system of claim 1 , wherein the optimal limit for each colorant for the per-channel colorant limit is determined by:

determining a weighted average of the minimum and maximum colorant limits for the black colorant patches; and

determining a colorant value that provides a gray-balance in the at least one patch with a combination of multiple-colorant values that comprise colorants other than black.

4. The system of claim 1 , wherein the processor further calibrates the digital color imaging device to the printing press by calculating a distribution of multi-hue colorants.

5. The system of claim 4 , wherein the test pattern includes test patches having scales of light colorant only, scales of normal colorant only, and combinations of light and normal colorant and the distribution of multi-hue colorants is calculated by:

determining a lower limit (L 1 ) of a range of input values,

determining an amount of light colorant at 100%,

determining a light colorant distribution function from 0% to L 1 , and

determining a light colorant distribution between L 1 and 100%,

creating a table that provides a calculated tone value for each combination of light and normal colorant, and

determining the normal colorant distribution from L 1 to 100%.

6. The system of claim 1 , wherein the test pattern comprises patches having cyan, magenta, yellow and black colorants.

7. The system of claim 1 , wherein the digital color imaging device is adapted to use multi-hue colorants.

8. The system of claim 1 , wherein a colorimetrically measuring comprises measuring the printed test pattern using a colorimeter.

9. The system of claim 1 , wherein colorimetrically measuring comprises measuring the printed test pattern using a spectrophotometer.

10. The system of claim 1 , wherein the colorimetric measurements comprise CIELAB data values.

11. A computer-implemented method for calibrating a digital color imaging device to a printing press, the printing press comprising a color profile having a plurality of colorant values and associated colorimetric values, comprising the steps of:

printing an image source comprising a test pattern, the test pattern comprising a plurality of strips, each strip comprising a plurality of patches, each patch comprising a colorant value;

colorimetrically measuring the patches in the printed test pattern;

receiving, with a processor, colorimetric measurements;

calculating, with the processor, a tonal response for the digital color imaging device;

receiving, with the processor, a plurality of colorimetric values for the color profile; and

calibrating, with the processor, the digital color imaging device to the printing press by calculating:

a total colorant limit by identifying a patch in each strip with a minimum L-value, and from each patch in each strip with the minimum L-value, identifying a patch with a maximum total area coverage, and setting the total colorant limit to the maximum total area coverage,

a per-channel colorant limit by determining a minimum limit for each colorant, a maximum limit for each colorant, and an optimal per channel colorant limit between the minimum and the maximum limit for each colorant, and

a linearized table for each colorant by determining a tonal response for the printing press, and mapping the tonal response of the digital color imaging device to the tonal response for the printing press.

12. The method of claim 11 , wherein the maximum limit for each colorant for the per-channel colorant limit is determined by:

identifying a colorant value of a minimum black patch with a minimum L-value, wherein a difference between an L-value of the minimum black patch and the L-value of a 100% black colorant patch is small; and

identifying a colorant value of a printed patch having one of the following: a maximum chroma and a colorant where oversaturation begins if the colorant is for a colorant other than black.

13. The method of claim 11 , wherein the optimal limit for each colorant for the per-channel colorant limit is determined by:

determining a weighted average of the minimum and maximum colorant limits for the black colorant patches; and

determining a colorant value that provides a gray-balance in the at least one patch with a combination of multiple-colorant values that comprise colorants other than black.

14. The method of claim 11 , wherein the processor further calibrates the digital color imaging device to the printing press by calculating a distribution of multi-hue colorants.

15. The method of claim 14 , wherein the test pattern includes test patches having scales of light colorant only, scales of normal colorant only, and combinations of light and normal colorant and the distribution of multi-hue colorants is calculated by:

determining a lower limit (L 1 ) of a range of input values,

determining an amount of light colorant at 100%,

determining a light colorant distribution function from 0% to L 1 , and

determining a light colorant distribution between L 1 and 100%,

creating a table that provides a calculated tone value for each combination of light and normal colorant, and

determining the normal colorant distribution from L 1 to 100%.

16. The method of claim 11 , wherein the test pattern comprises patches having cyan, magenta, yellow and black colorants.

17. The method of claim 11 , wherein the digital color imaging device is adapted to use multi-hue colorants.

18. The method of claim 11 , wherein a colorimetrically measuring comprises measuring the printed test pattern using a colorimeter.

19. The method of claim 11 , wherein colorimetrically measuring comprises measuring the printed test pattern using a spectrophotometer.

20. The method of claim 11 , wherein the colorimetric measurements comprise CIELAB data values.

Assignments (12)
ASSIGNMENT OF SECURITY INTEREST IN PATENTS Recorded Feb 3, 2025
From: ROYAL BANK OF CANADA [RESIGNING COLLATERAL AGENT]
To: GLAS USA LLC [SUCCESSOR COLLATERAL AGENT]
Reel/Frame 070097/0810 →
RELEASE OF SECURITY INTEREST Recorded Dec 9, 2024
From: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
To: FIERY, LLC
Reel/Frame 069546/0649 →
RELEASE OF PATENT SECURITY INTEREST Recorded Dec 3, 2024
From: CERBERUS BUSINESS FINANCE AGENCY, LLC
To: ELECTRONICS FOR IMAGING, INC.; FIERY, LLC
Reel/Frame 069477/0479 →
SECURITY INTEREST Recorded Mar 14, 2024
From: FIERY, LLC
To: ROYAL BANK OF CANADA
Reel/Frame 066797/0464 →
SECURITY INTEREST Recorded Mar 12, 2024
From: ELECTRONICS FOR IMAGING, INC.; FIERY, LLC
To: CERBERUS BUSINESS FINANCE AGENCY, LLC
Reel/Frame 066794/0315 →
RELEASE OF SECURITY INTEREST Recorded Mar 11, 2024
From: DEUTSCHE BANK TRUST COMPANY AMERICAS, AS AGENT
To: ELECTRONICS FOR IMAGING, INC.
Reel/Frame 066793/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 9, 2022
From: ELECTRONICS FOR IMAGING, INC.
To: FIERY, LLC
Reel/Frame 061132/0471 →
RELEASE OF SECURITY INTEREST IN PATENTS Recorded Jul 23, 2019
From: CITIBANK, N.A., AS ADMINISTRATIVE AGENT
To: ELECTRONICS FOR IMAGING, INC.
Reel/Frame 049840/0316 →
SECURITY INTEREST Recorded Jul 23, 2019
From: ELECTRONICS FOR IMAGING, INC.
To: ROYAL BANK OF CANADA
Reel/Frame 049840/0799 →
SECOND LIEN SECURITY INTEREST IN PATENT RIGHTS Recorded Jul 23, 2019
From: ELECTRONICS FOR IMAGING, INC.
To: DEUTSCHE BANK TRUST COMPANY AMERICAS
Reel/Frame 049841/0115 →
GRANT OF SECURITY INTEREST IN PATENTS Recorded Jan 3, 2019
From: ELECTRONICS FOR IMAGING, INC.
To: CITIBANK, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 048002/0135 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 3, 2004
From: KUHN, MARIO; MADY, SAMER
To: ELECTRONICS FOR IMAGING, INC.
Reel/Frame 015637/0878 →