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US5881209A
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Method and system for automatically generating printer profiles
Assignee: Apple Inc
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Filing: 1994-09-13
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Granted: 1999-03-09
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Expires: 2014-09-13
Abstract
Abstract Methods and systems for automatically generating printer profiles for color printers to evenly distribute translation errors between device color spaces are described. Since the color spaces of source devices, e.g., monitors and scanners, differs from that of destination devices, e.g., printers, translation is necessary. As some colors may be available to source devices which are not available to destination devices, this translation is inherently imperfect. Moreover, conventional techniques apply imperfect models of the color space which further skew the results. According to the novel methods and systems described herein, a nonlinear regression technique is applied in an automated system which reduces perceptual changes.
Inventors
- 👤 Michael Stokes
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-09 15:24
CPC Classifications
G; G06; G06T; G06T11/00; G06K; G06K2215/00; G06K2215/0082; G06K2215/0094
Claims Analysis
Total Claims: 18
Claim 1
Independent Claim
114 words
A method for operating a color printer comprising the steps of: printing a target having a plurality of color samples thereon; measuring a color spectra for each of said plurality of color samples; generating tristimulus values from said measured color spectra; establishing tone reproduction curves and initial colorant values; creating an array of data for each of said plurality of color samples, including said tristimulus values associated therewith; regressing said initial colorant values for each hextant of a color space of said color printer using said data from said array; storing a plurality of optimized colorant values calculated from said regression step as a profile; and printing images on said printer using said profile.
Claim 2
Independent Claim
114 words
A method for operating a color printer comprising the steps of: printing a target having a plurality of color samples thereon; measuring a color spectra for each of said plurality of color samples; generating tristimulus values from said measured color spectra; establishing tone reproduction curves and initial colorant values; creating an array of data for each of said plurality of color samples, including said tristimulus values associated therewith; regressing said initial colorant values for each hextant of a color space of said color printer using said data from said array; storing a plurality of optimized colorant values calculated from said regression step as a profile; and printing images on said printer using said profile.
Claim 3
Independent Claim
92 words
A method for operating a color printer comprising the steps of: defining a color space of said color printer as a plurality of different color segments; selecting a first color segment; determining errors in printed color samples associated with said first color segment; varying colorant values associated with said first color segment to diffuse said errors over the color space; repeating said selecting, determining and varying steps for each of said plurality of different color segments to determine a plurality of varied colorant values; and printing images using said varied colorant values.
Claim 4
Independent Claim
92 words
A method for operating a color printer comprising the steps of: defining a color space of said color printer as a plurality of different color segments; selecting a first color segment; determining errors in printed color samples associated with said first color segment; varying colorant values associated with said first color segment to diffuse said errors over the color space; repeating said selecting, determining and varying steps for each of said plurality of different color segments to determine a plurality of varied colorant values; and printing images using said varied colorant values.
Claim 5
Dependent Claim
26 words
The method of claim 2, wherein said step of selecting further comprises the step of: selecting color segments based on a decreasing order of perceptional importance.
Claim 6
Dependent Claim
28 words
The method of claim 2, wherein said step of determining further comprises the step of: calculating a loss function which represents perceptual errors in a first color space.
Claim 7
Dependent Claim
21 words
The method of claim 4, wherein said step of varying further comprises: regressing said colorant values in a second color space.
Claim 8
Independent Claim
87 words
A method for automatically generating printer profiles comprising the steps of: printing a target having a plurality of color samples thereon; measuring a color spectra for each of said plurality of color samples; generating colorimetric values which are representative of said measured color spectra; establishing tone reproduction curves and initial colorant values using said colorimetric values; regressing said initial colorant values for each hextant of a color space of a printer; and storing a plurality of optimized colorant values calculated from said regression step as a profile.
Claim 9
Independent Claim
87 words
A method for automatically generating printer profiles comprising the steps of: printing a target having a plurality of color samples thereon; measuring a color spectra for each of said plurality of color samples; generating colorimetric values which are representative of said measured color spectra; establishing tone reproduction curves and initial colorant values using said colorimetric values; regressing said initial colorant values for each hextant of a color space of a printer; and storing a plurality of optimized colorant values calculated from said regression step as a profile.
Claim 10
Dependent Claim
23 words
The method of claim 6, further comprising the step of: recording said measured color spectra as reflection factors in a spectral data file.
Claim 11
Dependent Claim
41 words
The method of claim 7, wherein said step of generating colorimetric values further comprises the steps of: reading reflection factors from said spectral data file; and multiplying said reflection factors by observer weights to generate tristimulus values as said calorimetric values.
Claim 12
Dependent Claim
69 words
The method of claim 6, wherein said step of establishing tone reproduction curves and initial colorant values further comprises the steps of: generating a raw gray scale; correcting said raw gray scale to provide a predetermined contrast level; creating said tone reproduction curves by weighting and adding said raw gray scale and said corrected raw gray scale; and setting said initial colorant values equal to corresponding measured color samples.
Claim 13
Dependent Claim
24 words
The method of claim 6, further comprising the step of: defining a color space of said printer as a plurality of different color segments.
Claim 14
Dependent Claim
29 words
The method of claim 10, wherein the step of regressing said initial colorant values further comprises the step of: ordering color segments for regression based on decreasing perceptional importance.
Claim 15
Dependent Claim
47 words
The method of claim 10, wherein the step of regressing further comprises the steps of: determining a colorant change value; computing a current colorant value based on said initial colorant value and said colorant change value; and computing a loss function based on said current colorant value.
Claim 16
Dependent Claim
63 words
The method of claim 12, wherein the step of regressing further comprises the steps of: calculate an average value of said loss function in a current color segment for each possible colorant change; determine is said average value is within predetermined regression limits; if so, move to the next color segment and begin regression in that segment; and if not, perform another regression.
Claim 17
Dependent Claim
34 words
The method of claim 6, wherein said step of regressing further comprises the steps of: determining colorant change values in a first color space; and calculating a loss function in a second color space.
Claim 18
Dependent Claim
19 words
The method of claim 14, wherein said first color space is XYZ and said second color space is CIELAB.
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USPTO Annuity & Maintenance Windows
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| 3.5 Years (Year 4) | 2002-03-08 | 2002-09-07 | 2003-03-09 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2006-03-08 | 2006-09-07 | 2007-03-09 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2010-03-08 | 2010-09-07 | 2011-03-09 | $7700.00 | Window Closed / Lapsed |