IMAGE OUTPUT COLOR MANAGEMENT SYSTEM AND METHOD
First Claim
Patent Images
1. A method for controlling an image output device comprising:
- (a) generating an initial image output device LUT (look-up-table) characterizing an image output device for a plurality of states associated with the image output device, wherein each state of the image output device LUT associates a first set of target colors with a plurality of respective spectral measurements;
(b) generating a first data matrix representing all spectral measurements associated with each respective target color for all image output device states;
(c) calculating the nominal spectral response associated with each target color;
(d) generating a second data matrix representing the target color spectral variation by subtracting the nominal spectral response from each target color spectral response for each state;
(e) performing a first PCA (Principle Component Analysis) on the second data matrix to represent the image output device LUT with a third data matrix including the first set of target colors associated with a predetermined number of spectral directions;
(f) performing a second PCA on each spectral direction associated with the third data matrix to represent the image output device LUT with a fourth data matrix including each principle spectral direction associated with the variation of the first set of target colors;
(g) measuring the spectral properties associated with a second set of target colors, the second set of target colors including a subset first set of target colors; and
(h) estimating an image output device LUT for the first set of target colors utilizing the third and fourth data matrixes, and the measured spectral properties associated with the second set of target colors.
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Abstract
Disclosed is an image output device color management system. The color management system includes a 2 dimensional principle component analysis (PCA) compensation method for reducing the number of measurement required for re-profiling a device, such as a printer.
30 Citations
20 Claims
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1. A method for controlling an image output device comprising:
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(a) generating an initial image output device LUT (look-up-table) characterizing an image output device for a plurality of states associated with the image output device, wherein each state of the image output device LUT associates a first set of target colors with a plurality of respective spectral measurements; (b) generating a first data matrix representing all spectral measurements associated with each respective target color for all image output device states; (c) calculating the nominal spectral response associated with each target color; (d) generating a second data matrix representing the target color spectral variation by subtracting the nominal spectral response from each target color spectral response for each state; (e) performing a first PCA (Principle Component Analysis) on the second data matrix to represent the image output device LUT with a third data matrix including the first set of target colors associated with a predetermined number of spectral directions; (f) performing a second PCA on each spectral direction associated with the third data matrix to represent the image output device LUT with a fourth data matrix including each principle spectral direction associated with the variation of the first set of target colors; (g) measuring the spectral properties associated with a second set of target colors, the second set of target colors including a subset first set of target colors; and (h) estimating an image output device LUT for the first set of target colors utilizing the third and fourth data matrixes, and the measured spectral properties associated with the second set of target colors. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. An image output device color control system comprising:
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an image output device comprising an input configured to receive image data for display or printing by the image output device; a spectral measurement device; and a controller operatively connected to the image output device and spectral measurement device, the controller configured to receive CMYK or RGB data and convert to image output device independent image input data and map the device independent input data to image output device dependent input data for display or printing by the image output device, wherein the controller comprises a controller-usable data carrier storing instructions that, when executed by the controller cause the controller to perform a method comprising; (a) generating an initial image output device LUT (look-up-table) characterizing an image output device for a plurality of states associated with the image output device, wherein each state of the image output device LUT associates a first set of target colors with a plurality of respective spectral measurements; (b) generating a first data matrix representing all spectral measurements associated with each respective target color for all image output device states; (c) calculating the nominal spectral response associated with each target color; (d) generating a second data matrix representing the target color spectral variation by subtracting the nominal spectral response from each target color spectral response for each state; (e) performing a first PCA (Principle Component Analysis) on the second data matrix to represent the image output device LUT with a third data matrix including the first set of target colors associated with a predetermined number of spectral directions; (f) performing a second PCA on each spectral direction associated with the third data matrix to represent the image output device LUT with a fourth data matrix including each principle spectral direction associated with the variation of the first set of target colors; (g) measuring the spectral properties associated with a second set of target colors, the second set of target colors including a subset first set of target colors; and (h) estimating an image output device LUT for the first set of target colors utilizing the third and fourth data matrixes, and the measured spectral properties associated with the second set of target colors. - View Dependent Claims (9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A xerographic imaging system comprising:
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an image marking device; an in-line spectral measurement device operatively connected to the image marking device; and a controller operatively connected to the image marking device and spectral measurement device, the controller configured to receive CMYK or RGB data and convert to image output device independent image input data and map the device independent input data to image output device dependent input data for display or printing by the image output device, wherein the controller comprises a controller-usable data carrier storing instructions that, when executed by the controller cause the controller to perform a method comprising; (a) generating an initial image output device profile LUT (look-up-table) characterizing the color profile of the image output device for a plurality of states associated with the image output device, wherein each state of the image output device LUT associates a first set of target colors with a plurality of respective spectral measurements; (b) generating a first data matrix representing all spectral measurements associated with each respective target color for all image output device states; (c) calculating the nominal spectral response associated with each target color; (d) generating a second data matrix representing the target color spectral variation by subtracting the nominal spectral response from each target color spectral response for each state; (e) performing a first PCA (Principle Component Analysis) on the second data matrix to represent the image output device profile LUT with a third data matrix including the first set of target colors associated with a predetermined number of spectral directions; (f) performing a second PCA on each spectral direction associated with the third data matrix to represent the image output device profile LUT with a fourth data matrix including each principle spectral direction associated with the variation of the first set of target colors; (g) measuring the spectral properties associated with a second set of target colors, the second set of target colors including a subset first set of target colors; and (h) estimating an image output device profile LUT for the first set of target colors utilizing the third and fourth data matrixes, and the measured spectral properties associated with the second set of target colors. - View Dependent Claims (19, 20)
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Specification