IP Library Granted Patent US 9,565,337
Granted Patent B1
US 9,565,337 · App. 15/135,614 · Granted Feb 7, 2017

Computing array of high-resolution halftone pixel values by addressing halftone dot function and averaging values to determine value at printer resolution

Inventors: Chung-Hui Kuo (Fairport, NY); David R. Brent (Walworth, NY); Stacy M. Munechika (Fairport, NY)
Assignee: Eastman Kodak Company
H04N1/40081G06K15/1873G06K15/1881H04N1/4057H04N1/4058H04N1/40068G03G15/01G06K15/129G06K15/14H04N1/29
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Quick Facts
Patent No.
US 9,565,337
App. No.
15/135,614
Granted
Feb 7, 2017
Kind
B1
Abstract

A computational halftoning process determines a halftoned image having halftoned pixel values by processing an array of input pixels. For each input pixel, an array of high-resolution printer coordinates is defined at a higher spatial resolution than the printer resolution, and a coordinate transformation is applied to determine a corresponding array of high-resolution dot coordinates. An array of high-resolution halftoned pixel values is then determined responsive to the code value of the input pixel by addressing a halftone dot function using the array of high-resolution dot coordinates. A halftoned pixel value is then determined by averaging the high-resolution halftoned pixel values.

Claims (76)

1. A computational halftoning process for determining a halftoned image for printing using a digital printing system, comprising:

defining a halftone dot function which computes a halftoned pixel value as a function of dot coordinates in a halftone dot coordinate system;

receiving input digital image data for an array of input pixels specifying a code value as a function of printer coordinates in a printer coordinate system having a printer resolution;

for each input pixel using a data processing system to perform the following operations:

defining an array of high-resolution printer coordinates at a higher spatial resolution than the printer resolution;

transforming the array of high-resolution printer coordinates into a corresponding array of high-resolution dot coordinates in the halftone dot coordinate system;

computing an array of high-resolution halftoned pixel values responsive to the code value of the input pixel by addressing the halftone dot function using the array of high-resolution dot coordinates; and

averaging the high-resolution halftoned pixel values in the array of high-resolution halftoned pixel values to determine a halftoned pixel value at the printer resolution; and

storing the halftoned pixel values in a processor accessible memory.

2. The computational halftoning process of claim 1 , wherein an N×N array of high-resolution printer coordinates are defined for each input pixel, N being an integer greater than one, so that the spatial resolution of the high-resolution printer coordinates is N× greater than the printer resolution.

3. The computational halftoning process of claim 1 , wherein the halftoned image has an associated halftone screen angle and an associated halftone screen frequency.

4. The computational halftoning process of claim 3 , wherein the high-resolution printer coordinates are transformed into the corresponding high-resolution dot coordinates by applying a coordinate transformation that rotates the coordinates in accordance with the halftone screen angle, and scales the coordinates in accordance with a ratio of the printer resolution to the halftone screen frequency.

5. The computational halftoning process of claim 1 , further including determining relative coordinates within a halftone cell responsive to the high-resolution dot coordinates, wherein the halftone dot function is addressed with the relative coordinates.

6. The computational halftoning process of claim 1 , wherein the halftone dot function has the form:

H ( u,v )= T E ( h ( u,v ))

where h(u,v) is a halftone shape function specifying a halftone dot shape as a function of dot coordinates (u,v), and T E (h) is an edge shape function.

7. The computational halftoning process of claim 6 , wherein the halftone shape function has the form:

h ( u,v )=( u′ p +v′ p ) 1/p

where p is a dot shape parameter, u′=|(u−Int(u))−0.5|, v′=|(v−Int(v))−0.5|, and Int(•) is a function that returns the integer portion of a number.

8. The computational halftoning process of claim 6 , where the edge shape function has the form:

T

E

(

h

)

=

{

1

;

h

<

T

L

1

-

h

-

T

L

T

H

-

T

L

T

L

h

T

H

0

;

h

>

T

H

where h is a halftone shape value, and T L and T H are low and high threshold values, respectfully.

9. The computational halftoning process of claim 8 , wherein T L =T(C)−ΔT(C), T H =T(C)+ΔT(C), T(C) is a threshold value function specifying a threshold value as a function of input code value C, and ΔT(C) is an edge softness function which controls a halftone dot edge softness as a function of the input code value.

10. The computational halftoning process of claim 1 , wherein the input pixels of the input digital image data have a bit-depth greater than the halftone pixel values.

11. The computational halftoning process of claim 1 , wherein a bit depth of the input pixels of the input digital image data is greater than or equal to 10 bits.

12. The computational halftoning process of claim 1 , further including using the digital printing system to print the stored halftoned pixel values.

13. The computational halftoning process of claim 1 , wherein the data processing system is a sub-system within the digital printing system.

14. The computational halftoning process of claim 13 , wherein the data processing system is a field-programmable gate array.

15. A print engine that performs a computational halftoning process, comprising:

a printer module for printing halftoned pixel values at a printer resolution;

a data processing system;

a memory system communicatively connected to the data processing system and storing instructions configured to cause the data processing system to implement a halftoning process that determines halftone pixel values, wherein the halftoning process includes:

receiving input digital image data for an array of inputs specifying a code value as a function of printer coordinates in a printer coordinate system at the printer resolution;

for each input pixel performing the following operations:

defining an array of high-resolution printer coordinates at a higher spatial resolution than the printer resolution;

transforming the array of high-resolution printer coordinates into a corresponding array of high-resolution dot coordinates in a halftone dot coordinate system;

computing an array of high-resolution halftoned pixel values responsive to the code value of the input pixel by addressing a halftone dot function using the array of high-resolution dot coordinates, wherein the halftone dot function computes a halftoned pixel value as a function of dot coordinates in the halftone dot coordinate system; and

averaging the high-resolution halftoned pixel values in the array of high-resolution halftoned pixel values to determine the halftoned pixel value at the printer resolution; and

printing the halftoned pixel values using the printer module.

Assignments (13)
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY Recorded Jul 24, 2023
From: EASTMAN KODAK COMPANY
To: BANK OF AMERICA, N.A.
Reel/Frame 064364/0847 →
NOTICE OF SECURITY INTERESTS Recorded Mar 4, 2021
From: EASTMAN KODAK COMPANY
To: BANK OF AMERICA, N.A., AS AGENT
Reel/Frame 056984/0001 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Mar 4, 2021
From: EASTMAN KODAK COMPANY
To: ALTER DOMUS (US) LLC
Reel/Frame 056733/0681 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Mar 4, 2021
From: EASTMAN KODAK COMPANY
To: ALTER DOMUS (US) LLC
Reel/Frame 056734/0001 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Mar 4, 2021
From: EASTMAN KODAK COMPANY
To: ALTER DOMUS (US) LLC
Reel/Frame 056734/0233 →
RELEASE OF SECURITY INTEREST Recorded Jan 24, 2020
From: BARCLAYS BANK PLC
To: EASTMAN KODAK COMPANY; FAR EAST DEVELOPMENT LTD.; FPC INC.; KODAK (NEAR EAST) INC.; KODAK AMERICAS LTD.; KODAK REALTY INC.; LASER PACIFIC MEDIA CORPORATION; QUALEX INC.; KODAK PHILIPPINES LTD.; NPEC INC.
Reel/Frame 052773/0001 →
RELEASE OF SECURITY INTEREST Recorded Jul 30, 2019
From: JP MORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
To: EASTMAN KODAK COMPANY; FAR EAST DEVELOPMENT LTD.; PFC, INC.; KODAK (NEAR EAST), INC.; KODAK AMERICAS, LTD.; KODAK IMAGING NETWORK, INC.; KODAK PORTUGUESA LIMITED; KODAK REALTY, INC.; LASER PACIFIC MEDIA CORPORATION; PAKON, INC.; QUALEX, INC.; KODAK PHILIPPINES, LTD.; NPEC, INC.; CREO MANUFACTURING AMERICA LLC; KODAK AVIATION LEASING LLC
Reel/Frame 049901/0001 →
RELEASE OF SECURITY INTEREST Recorded Jul 22, 2019
From: JP MORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
To: EASTMAN KODAK COMPANY; FAR EAST DEVELOPMENT LTD.; FPC, INC.; KODAK (NEAR EAST), INC.; KODAK AMERICAS, LTD.; KODAK IMAGING NETWORK, INC.; KODAK PORTUGUESA LIMITED; KODAK REALTY, INC.; LASER PACIFIC MEDIA CORPORATION; PAKON, INC.; QUALEX, INC.; KODAK PHILIPPINES, LTD.; NPEC, INC.; CREO MANUFACTURING AMERICA LLC; KODAK AVIATION LEASING LLC
Reel/Frame 050239/0001 →
SECURITY INTEREST Recorded Jan 13, 2017
From: EASTMAN KODAK COMPANY
To: BANK OF AMERICA, N.A., AS AGENT
Reel/Frame 041042/0877 →
SECURITY INTEREST Recorded May 17, 2016
From: EASTMAN KODAK COMPANY; FAR EAST DEVELOPMENT LTD.; FPC INC.; KODAK (NEAR EAST), INC.; KODAK AMERICAS, LTD.; KODAK REALTY, INC.; LASER-PACIFIC MEDIA CORPORATION; QUALEX; KODAK PHILIPPINES, LTD.; NPEC INC.
To: BARCLAYS BANK PLC, AS ADMINISTRATIVE AGENT
Reel/Frame 038616/0868 →
SECURITY INTEREST Recorded May 17, 2016
From: EASTMAN KODAK COMPANY; FAR EAST DEVELOPMENT LTD.; FPC INC.; KODAK (NEAR EAST), INC.; KODAK AMERICAS, LTD.; KODAK REALTY, INC.; LASER-PACIFIC MEDIA CORPORATION; QUALEX INC.; KODAK PHILIPPINES, LTD.; NPEC INC.
To: BANK OF AMERICA N.A.
Reel/Frame 038617/0198 →
SECURITY INTEREST Recorded May 17, 2016
From: EASTMAN KODAK COMPANY; FAR EAST DEVELOPMENT LTD.; FPC INC.; KODAK (NEAR EAST), INC.; KODAK AMERICAS, LTD.; KODAK REALTY, INC.; LASER-PACIFIC MEDIA CORPORATION; QUALEX INC.; KODAK PHILIPPINES, LTD.; NPEC, INC.
To: JPMORGAN CHASE BANK, N.A.
Reel/Frame 038615/0973 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 22, 2016
From: KUO, CHUNG-HUI; BRENT, DAVID R.; MUNECHIKA, STACY M.
To: EASTMAN KODAK COMPANY
Reel/Frame 038349/0199 →