Object edge watermarking

• US 20020191812A1
• Filed: 04/23/2002
• Published: 12/19/2002
• Est. Priority Date: 04/24/2001
• Status: Abandoned Application

• Current Assignee: Digimarc Corporation
• Original Assignee: Digimarc Corporation
• Inventors: Kim, Nam-Deuk
• Application Number:
  US10/131,584
• Publication Number:
  US 20020191812A1
• 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

Abstract

The disclosure provides a method of imperceptibly embedding auxiliary information along object edges in image signals. It also provides a method of decoding this auxiliary information from image signals.

The object edge digital watermarking method may be used in combination with digital watermarking techniques that encode auxiliary data across image regions, such as image blocks. For example, a digital watermark embedder may be programmed to adapt its embedding technique based on the attributes of the image signal. For parts of an image that have strong edges surrounded by smooth regions, the object edge embedding technique is used, while in other parts that have high a degree of signal activity (e.g., busyness or texture), a region based encoding technique that takes advantage of the masking properties of high signal activity is used.

Claims

1. A method of imperceptibly embedding auxiliary data into an image signal comprising:

detecting an object edge in the image signal;

forming a connected edge;

creating a message signal to be embedded into the connected edge;

modifying pixel values along the connected edge to encode the message signal such that the message signal is substantially imperceptible in the image signal when viewed.

2. The method of claim 1 further including:

performing an analysis of signal activity in the image signal; and

based on the analysis of the signal activity, selecting a 2D region based digital watermarking method or the object edge digital watermarking method of claim 1 to embed the auxiliary data in the image signal.

3. The method of claim 1 wherein modifying includes adding a carrier signal modulated with an N-bit message to the pixel values along the connected edge.

4. The method of claim 1 wherein modifying includes quantizing features of the connected edge so that the quantized features correspond to symbols in the message signal.

5. A computer readable medium on which is stored software for performing the method of claim 1.

7. A physical object carrying an image signal that has been encoded with auxiliary data according to the method of claim 1.

6. A computer readable medium on which is stored software for performing a method comprising:

detecting an object edge in the image signal;

evaluating pixel values along the edge to detect presence of a hidden index;

using the index to detect a variable message hidden at a predetermined spatial location relative to the edge; and

decoding the variable message from pixel values at the predetermined spatial location relative to the edge.

8. A method of decoding auxiliary data that has been imperceptibly embedded into an image signal comprising:

detecting an object edge in the image signal;

forming a connected edge;

evaluating pixel values along the connected edge to detect presence of the auxiliary data; and

decoding the auxiliary data from the pixel values along the connected edge.

9. The method of claim 8 including:

detecting an index signal embedded along the connected edge; and

using the index to determine direction of embedding along the connected edge.

10. The method of claim 9 including:

two or more detected index signals to determine scale; and

using the determined scale to decode the auxiliary data from the pixel values along the connected edge.

11. The method of claim 8 wherein decoding includes performing a 1-dimensional correlation between a carrier signal and pixel values along the connected edge.

12. The method of claim 8 wherein decoding includes quantizing pixel features along the connected edge to determine embedded message symbols associated with the quantized features.

13. A computer readable medium on which is stored software for performing the method of claim 8.