IP Library Granted Patent US 7,518,754
Granted Patent B2
US 7,518,754 · App. 11/206,400 · Granted Apr 14, 2009

Apparatus and method for error diffusion with dither

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Quick Facts
Patent No.
US 7,518,754
App. No.
11/206,400
Granted
Apr 14, 2009
Kind
B2
Abstract

The input pixels in an image to be halftoned using error diffusion are dithered using a first type of passband dither. A second type of passband dither may also be added to a thresholding matrix used in halftoning. This second type of passband dither may be the same as the first type of passband dither. In such case, the second type of passband dither is a scaled multiple of the first type of passband dither. The halftoning process may be implemented in an application specific integrated circuit.

Claims (27)

1. A method of halftoning an original input image having gray-level values to thereby form a reduced-bit output image, comprising:

adding a first type of passband dither to input pixels of the original input image to form dithered input pixels; and

performing error diffusion on the dithered input pixels using threshold values comprising at least one component, the at least one component being based at least in part on a second type of dither.

2. The method of claim 1 , wherein the second type of dither is the same as the first type of passband dither, the first and second types of passband dither having similar spatial frequency characteristics.

3. The method of claim 1 , wherein the second type of dither is a scaled multiple of the first type of passband dither.

4. The method of claim 3 , wherein the scaled multiple is less than 1.0.

5. The method of claim 1 , wherein the first type of passband dither added to the input pixels has a dynamic range less than that of the input pixels.

6. The method of claim 1 , wherein one of the at least one component of the threshold values are tone-dependent thresholds.

7. The method of claim 6 , wherein the tone-dependent thresholds are indexed by information based on the dithered input pixels.

8. The method of claim 6 , wherein the tone-dependent thresholds are indexed by information based on the original input pixels.

9. The method of claim 1 , wherein the first type of passband dither has at least 99% of its spectral energy confined to spatial frequencies between 0.05 times a maximum possible spatial frequency and 0.90 times said maximum possible spatial frequency, in each of two spectral dimensions.

10. The method of claim 1 , wherein the first type of passband dither comprises at least one two-dimensional sinusoid.

11. The method of claim 1 , wherein the first type of passband dither further comprises band limited noise.

12. The method of claim 1 , wherein the first type of passband dither comprises green noise.

13. The method of claim 1 , wherein the first type of passband dither is tiled across the image, each tile having substantially zero mean.

14. A method of halftoning an original input image having gray-level values to thereby form a reduced-bit output image, comprising:

adding a first type of passband dither to input pixels of the original input image to form dithered input pixels; and

performing error diffusion on the dithered input pixels using tone-dependent thresholds, wherein the tone-dependent thresholds are indexed by information based on the dithered input pixels.

15. An application specific integrated circuit (ASIC) for performing error diffusion and configured to:

add a first type of passband dither to input pixels of the original input image to form dithered input pixels;

perform error diffusion on the dithered input pixels using tone-dependent thresholds; and

add a second type of passband dither to said tone-dependent thresholds.

16. The ASIC of claim 15 , wherein the second type of passband dither is the same as the first type of passband dither, the first and second types of passband dither having similar spatial frequency characteristics.

17. An application specific integrated circuit (ASIC) for performing error diffusion and configured to:

add a first type of passband dither to input pixels of the original input image to form dithered input pixels;

perform error diffusion on the dithered input pixels using ton-dependent thresholds; and

index tone-dependent thresholds using information based on the dithered input pixels.

Assignments (8)
SECURITY INTEREST Recorded Jan 5, 2026
From: LEXMARK INTERNATIONAL, INC.
To: BANK TRUST COMPANY, NATIONAL ASSOCIATION
Reel/Frame 074202/0192 →
SECURITY INTEREST Recorded Jan 5, 2026
From: LEXMARK INTERNATIONAL, INC.
To: BANK TRUST COMPANY, NATIONAL ASSOCIATION
Reel/Frame 074202/0293 →
SECURITY INTEREST Recorded Sep 23, 2025
From: LEXMARK INTERNATIONAL, INC.
To: CITIBANK, N.A.
Reel/Frame 073007/0118 →
SECURITY INTEREST Recorded Sep 23, 2025
From: LEXMARK INTERNATIONAL, INC.
To: JEFFERIES FINANCE LLC
Reel/Frame 073007/0346 →
RELEASE OF SECURITY INTEREST Recorded Jan 18, 2024
From: CHINA CITIC BANK CORPORATION LIMITED, GUANGZHOU BRANCH, AS COLLATERAL AGENT
To: LEXMARK INTERNATIONAL, INC.
Reel/Frame 066345/0026 →
CORRECTIVE ASSIGNMENT TO CORRECT THE INCORRECT U.S. PATENT NUMBER PREVIOUSLY RECORDED AT REEL: 046989 FRAME: 0396. ASSIGNOR(S) HEREBY CONFIRMS THE PATENT SECURITY AGREEMENT. Recorded Oct 24, 2018
From: LEXMARK INTERNATIONAL, INC.
To: CHINA CITIC BANK CORPORATION LIMITED, GUANGZHOU BRANCH, AS COLLATERAL AGENT
Reel/Frame 047760/0795 →
PATENT SECURITY AGREEMENT Recorded Aug 30, 2018
From: LEXMARK INTERNATIONAL, INC.
To: CHINA CITIC BANK CORPORATION LIMITED, GUANGZHOU BRANCH, AS COLLATERAL AGENT
Reel/Frame 046989/0396 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 18, 2005
From: COOPER, BRIAN E.; LOVE, SHAUN T.; WEED, STEVEN F.
To: LEXMARK INTERNATIONAL, INC.
Reel/Frame 016903/0464 →