IP Library Granted Patent US 8,098,880
Granted Patent B2
US 8,098,880 · App. 11/897,826 · Granted Jan 17, 2012

System and method for the generation of multi-layer correlation-based digital watermarks

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Quick Facts
Patent No.
US 8,098,880
App. No.
11/897,826
Granted
Jan 17, 2012
Kind
B2
Abstract

Disclosed are systems and methods directed to the generation of multi-layer digital watermarks, including the generation of distinct watermarks on each of at least two color layers or channels within an image such that each may be retrieved or viewed independently of the other in the output image.

Claims (35)

1. A method for digital watermarking of a multi-color image, comprising:

receiving the image to be watermarked;

determining the watermarks to be embedded in the image;

embedding a plurality of invisible digital watermarks into the image, wherein a first watermark is embedded into a first color layer and a second watermark is embedded into a second color layer; wherein embedding a plurality of invisible digital watermarks, further comprises

for each color layer in which watermarks are embedded, generating a multi-dimensional threshold array, and

using the multi-dimensional threshold array, pixel-wise halftoning the image to embed the watermarks therein, and

outputting the watermarked image containing the embedded invisible digital watermarks, wherein at least two of the color layers in the image include invisible digital watermarks therein.

2. The method according to claim 1 , wherein pixel-wise halftoning further comprises applying a phase-shift transition.

3. The method according to claim 2 , wherein applying a phase-shift transition further comprises, for a given location with coordinates x and y, choosing an input value from the image and a threshold value determined by the coordinates x and y, for a phase shift s, and where the resultant gray level g is read from the processed watermark image.

4. The method according to claim 1 , further comprising applying a low-pass filter to the image before embedding the watermark.

5. The method according to claim 4 , wherein halftones for each of said first and second watermarks are distinguished from one another by a shift in an angle between the respective color channels.

6. The method according to claim 5 , wherein the shift in the angle is between about 5 degrees and about 45 degrees.

7. The method according to claim 5 , wherein the shift in the angle is 30 degrees.

8. The method according to claim 4 , wherein halftones for each of said first and second watermarks are distinguished from one another by a shift in frequency between the respective color channels.

9. The method according to claim 1 , wherein generating a multi-dimensional threshold array includes storing the resultant array data in a memory.

10. A method for digital watermarking of a multi-color image, comprising:

receiving the image to be watermarked;

determining a first watermark, a second watermark and a third watermark to be embedded in the image;

embedding the first, second and third watermarks into the image, wherein the first watermark is embedded into a first color layer, the second watermark is embedded into a second color layer and the third watermark is embedded into a third color layer; and

outputting the watermarked image containing the embedded invisible digital watermarks, wherein the image includes invisible digital watermarks in at least three of the color layers therein and where embedding a plurality of invisible digital watermarks, further comprises

for each color layer, in which watermarks are embedded, generating a multi-dimensional threshold array, and

using the multi-dimensional threshold array, pixel-wise halftoning the image to embed each of the watermarks therein.

11. The method according to claim 10 , wherein pixel-wise halftoning further comprises applying a phase-shift transition.

12. The method according to claim 11 , wherein applying a phase-shift transition further comprises, for a given location with coordinates x and y, choosing an input value from the image and a threshold value determined by the coordinates x and y, for a phase shift s, and where the resultant gray level g is read from the processed watermark image.

13. The method according to claim 10 , further comprising applying a low-pass filter to the image before embedding the watermark.

14. The method according to claim 10 , wherein halftones for each of said first, second and third watermarks are distinguished from one another by a shift in an angle between the respective color channels.

15. A system for digital watermarking of a multi-color image, comprising:

an input image source;

image memory for storing the input image to be watermarked;

watermark memory for storing the watermarks to be embedded in the image;

an image processor for embedding a plurality of invisible digital watermarks into the image, wherein a first watermark is embedded into a first color layer and a second watermark is embedded into a second color layer;

a low-pass filter, operating in conjunction with said image processor, to smooth edges of the input image prior to embedding of a watermark; and

a multi-dimensional threshold array operatively associated with said image processor to provide varying and independent thresholds for each of a plurality of color layers based upon a variable.

16. The system of claim 15 , wherein said variable is a shift in the angle between respective color layers.

17. The system of claim 15 , wherein said variable is a change in the frequency of a screen applied between respective color layers.

Assignments (9)
SECOND LIEN NOTES PATENT SECURITY AGREEMENT Recorded Jul 2, 2025
From: XEROX CORPORATION
To: U.S. BANK TRUST COMPANY, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 071785/0550 →
FIRST LIEN NOTES PATENT SECURITY AGREEMENT Recorded Apr 11, 2025
From: XEROX CORPORATION
To: U.S. BANK TRUST COMPANY, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 070824/0001 →
SECURITY INTEREST Recorded Feb 13, 2024
From: XEROX CORPORATION
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 066741/0001 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS RECORDED AT RF 064760/0389 Recorded Feb 13, 2024
From: CITIBANK, N.A., AS COLLATERAL AGENT
To: XEROX CORPORATION
Reel/Frame 068261/0001 →
SECURITY INTEREST Recorded Nov 20, 2023
From: XEROX CORPORATION
To: JEFFERIES FINANCE LLC, AS COLLATERAL AGENT
Reel/Frame 065628/0019 →
SECURITY INTEREST Recorded Jun 22, 2023
From: XEROX CORPORATION
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 064760/0389 →
RELEASE OF SECURITY INTEREST IN PATENTS AT R/F 062740/0214 Recorded May 18, 2023
From: CITIBANK, N.A., AS AGENT
To: XEROX CORPORATION
Reel/Frame 063694/0122 →
SECURITY INTEREST Recorded Nov 10, 2022
From: XEROX CORPORATION
To: CITIBANK, N.A., AS AGENT
Reel/Frame 062740/0214 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 31, 2007
From: WANG, SHEN-GE
To: XEROX CORPORATION
Reel/Frame 019837/0409 →