Assessment of camera phone distortion for digital watermarking

• US 9,697,578 B2
• Filed: 12/22/2014
• Issued: 07/04/2017
• Est. Priority Date: 07/02/2010
• Status: Active Grant

• Current Assignee: Digimarc Corporation
• Original Assignee: Digimarc Corporation
• Inventors: Gurijala, Aparna R., Reed, Alastair M.
• Primary Examiner(s): Bayat, Ali
• Application Number:
  US14/579,371
• Publication Number:
  US 20150242985A1
• Time in Patent Office: 925 Days
• Field of Search: 382100
• 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: G06T 2201/0202 whereby the quality of watermarked images is measured; Measuring quality or performance of watermarking methods; Balancing between quality and robustness

Abstract

The present disclosure relates generally to cell phones and cameras, and to digital watermarking involving such cell phones and cameras. One claim recites a method comprising: measuring distortion introduced by a cell phone camera; using a programmed electronic processor, quantifying the distortion; and providing quantified distortion as feedback to adjust a digital watermark embedding process in view of the distortion introduced by the cell phone camera. The act of quantifying distortion may include, e.g., quantifying a spatial frequency response (SFR) of the cell phone camera. Of course, other claims and combinations are provided too.

Claims

1. A method comprising:

using one or more programmed electronic processors, quantifying distortion introduced by a cell phone camera, in which said act of quantifying distortion comprises quantifying a spatial frequency response (SFR) of the cell phone camera;

providing quantified distortion introduced by the cell phone camera as feedback to adjust a digital watermarking embedding process in view of the quantified distortion introduced by the cell phone camera, and in which adjustments are in terms of digital watermarking density or digital watermarking embedding strength; and

adjusting the digital watermarking embedding process in view of the quantified distortion introduced by the cell phone camera.

2. A method comprising:

using one or more programmed electronic processors, quantifying distortion introduced by a cell phone camera;

providing quantified distortion introduced by the cell phone camera as feedback to adjust a digital watermarking process in view of the quantified distortion introduced by the cell phone camera, in which said act of quantifying distortion comprises quantifying a spatial frequency response (SFR) of the cell phone camera, in which quantifying the spatial frequency response (SFR) is determined by computing an area under the SFR curve for the range of spatial frequencies associated with a digital watermarking component and subtracting an area under the SFR curve due to aliasing; and

adjusting the digital watermarking process in view of the quantified distortion introduced by the cell phone camera.

3. The method of claim 2 in which an area under the SFR curve is computed using a trapezoidal rule over small intervals of spatial frequencies.

4. A method comprising:

measuring distortion introduced by a cell phone camera, in which said act of measuring distortion comprises quantifying a spatial frequency response (SFR) of the cell phone camera;

using a programmed electronic processor, quantifying the distortion introduced by a cell phone camera, in which quantifying a spatial frequency response (SFR) is determined by;

λ

=ρ

_synch−

ρ

_alias,

where ρ

_synch is an area under a SFR curve in a region of an associated digital watermark component, and ρ

_alias is an area under the SFR curve due to spatial frequencies aliasing with the digital watermark component; and

providing quantified distortion as feedback to adjust a digital watermarking process.

5. The method of claim 4 in which an area under the SFR curve is computed using a trapezoidal rule over small intervals of spatial frequencies.

6. A method comprising:

measuring distortion introduced by a cell phone camera, in which said act of measuring distortion comprises analyzing a spatial frequency response (SFR) of the cell phone camera, and in which analyzing the spatial frequency response (SFR) comprises computing an area under a SFR curve for a range of spatial frequencies associated with a digital watermarking component and subtracting an area under the SFR curve due to aliasing;

using a programmed electronic processor, quantifying the distortion; and

providing quantified distortion as feedback to adjust a digital watermarking process in view of the distortion introduced by the cell phone camera.

7. The method of claim 6 in which an area under the SFR curve is computed using a trapezoidal rule over small intervals of spatial frequencies.

9. The method of claim 7 in which an area under the SFR curve is computed using a trapezoidal rule over small intervals of spatial frequencies.

8. A method comprising:

measuring distortion introduced by a cell phone camera, in which said act of measuring distortion comprises analyzing a spatial frequency response (SFR) of the cell phone camera, and in which analyzing the spatial frequency response (SFR) comprises;

λ

=ρ

_synch−

ρ

_alias,

where ρ

_synch is an area under a SFR curve in a region of an associated digital watermarking component, and ρ

_alias is an area under the SFR curve due to spatial frequencies aliasing with the digital watermark component;

using a programmed electronic processor, quantifying the distortion; and

providing quantified distortion as feedback to adjust a digital watermarking process.

10. A system comprising:

a cell phone comprising a camera;

one or more processors programmed for;

quantifying image distortion introduced by the cell phone camera, in which the quantifying image distortion comprises quantifying a spatial frequency response (SFR) of the cell phone camera, and in which the quantifying the spatial frequency response (SFR) comprises computing an area under a SFR curve for a range of spatial frequencies associated with a digital watermarking component and subtracting an area under the SFR curve due to aliasing; and

providing quantified distortion as feedback to adjust digital watermarking in view of the image distortion introduced by the cell phone camera; and

a digital watermarking module, which is configured to be adjusted in view of the quantified distortion introduced by the cell phone camera.

11. The system of claim 10 in which the digital watermarking module comprises a digital watermark embedder, and in which said digital watermark embedder utilizes the feedback to adjust its operation in terms of adjusting watermark density or watermark embedding strength.

12. The system claim 10 in which an area under the SFR curve is computed using a trapezoidal rule over small intervals of spatial frequencies.