Perceptual modeling of media signals for data hiding

• US 20070183622A1
• Filed: 08/02/2006
• Published: 08/09/2007
• Est. Priority Date: 06/19/2000
• Status: Active Grant

• Current Assignee: Digimarc Corporation
• Original Assignee: Digimarc Corporation
• Inventors: Hannigan, Brett, Reed, Alastair, Bradley, Brett
• Granted Patent: US 7,483,547 B2
• Time in Patent Office: Days
• US Class Current: 382/100
• CPC Class Codes: G06T 1/0028 Adaptive watermarking, e.g. Human Visual System [HVS]-based watermarking
• CPC Class Codes: G06T 2201/0051 Embedding of the watermark in the spatial domain
• CPC Class Codes: H04N 1/3216 using Fourier transforms
• CPC Class Codes: H04N 1/32165 using cosine transforms
• CPC Class Codes: H04N 1/3217 using wavelet transforms
• CPC Class Codes: H04N 1/32187 with selective or adaptive application of the additional information, e.g. in selected frequency coefficients
• CPC Class Codes: H04N 1/32192 according to calculated or estimated visibility of the additional information in the image

Abstract

The present invention relates generally to steganography and data hiding. In one embodiment a method is provided including obtaining a media signal; determining characteristics of the media signal; based at least in part on the characteristics of the media signal, providing a map of the media signal; transforming at least some portions of the media signal into a transform domain; and hiding plural-bit data in at least some portions of the transformed media signal. The map identifies at least one area in the media signal in which hiding of plural-bit data should be avoided or suppressed. At least one of the act of transforming or the act of hiding utilizes the map of the media signal. Other embodiments are also provided.

Claims

1. A method comprising:

receiving a media signal;

determining characteristics of the media signal;

based at least in part on the characteristics of the media signal, identifying at least one area in the media signal in which hiding of plural-bit data should be avoided or suppressed; and

hiding plural-bit data in the media signal with consideration of the at least one area in the media signal in which hiding plural-bit data should be avoided or suppressed,

wherein said act of hiding utilizes at least one transform domain, and

wherein said act of hiding hides the plural-bit data non-uniformly across at least some portions of the media signal.

2. The method of claim 1, wherein the characteristics comprise at least a contrast measurement and a directional edge measurement.

3. The method of claim 1, wherein said act of identifying also identifies areas within the media signal comprising noisy contrast relative to other areas of the media signal.

4. The method of claim 3, wherein hiding strength of the plural-bit data is increased for relatively noisy contrast areas.

5. The method of claim 1, wherein the characteristic map identifies areas within the media signal in terms of luminance contrast.

6. The method of claim 1, wherein at least one characteristic represents a measure of directional edges, and wherein the at least one area in the media signal in which hiding the plural-bit data should be avoided or suppressed corresponds to the measure of directional edges.

7. The method of claim 1 wherein the media signal comprises at least video.

8. A machine-readable storage medium comprising instructions stored thereon to perform the method of claim 1.

9. A machine-readable storage medium comprising instructions stored thereon to perform the method of claim 5.

10. The method of claim 1 wherein said act of hiding utilizes digital watermarking.

11. A method comprising:

obtaining a media signal;

determining characteristics of the media signal;

based at least in part on the characteristics of the media signal, providing a map of the media signal, wherein the map identifies at least one area in the media signal in which hiding of plural-bit data should be avoided or suppressed;

transforming at least some portions of the media signal into a transform domain; and

hiding plural-bit data in at least some portions of the transformed media signal;

wherein at least said act of transforming or said act of hiding utilizes the map of the media signal.

12. The method of claim 11 wherein the characteristics comprise at least a contrast measurement and a directional edge measurement.

13. The method of claim 11, wherein said act of providing also identifies areas within the media signal comprising noisy contrast relative to other areas of the media signal.

14. The method of claim 13, wherein hiding strength of the plural-bit data is increased for relatively noisy contrast areas.

15. The method of claim 11, wherein the characteristic map identifies areas within the media signal in terms of luminance contrast.

16. The method of claim 11, wherein at least one characteristic represents a measure of directional edges, and wherein the at least one area in the media signal in which hiding the plural-bit data should be avoided or suppressed corresponds to the measure of directional edges.

17. The method of claim 11 wherein the media signal comprises at least video.

18. A machine-readable storage medium comprising instructions stored thereon to perform the method of claim 11.

19. The method of claim 11 wherein said act of hiding utilizes digital watermarking.

20. The method of claim 11 wherein the at least some portions of the transformed media signal comprise transform domain coefficients.

21. A method comprising:

obtaining a media signal;

determining characteristics of the media signal;

based at least in part on the characteristics of the media signal, providing a map of the media signal, wherein the map identifies at least one area in the media signal in which plural-bit. data should be hidden;

transforming at least some portions of the media signal into a transform domain; and

hiding the plural-bit data in data representing at least the one area in the media signal in which the plural-bit data should be hidden, and

wherein at least said act of transforming or said act of hiding utilizes the map of the media signal.

22. The method of claim 21 wherein the media signal comprises at least video.

23. A machine-readable storage medium comprising instructions stored thereon to perform the method of claim 21.

24. The method of claim 21 wherein said act of hiding utilizes digital watermarking.