Human perceptual model applied to rendering of watermarked signals
First Claim
Patent Images
1. A method of digitally watermarking visual media comprising:
- passing a reference image and a watermarked image through a model of an output device to produce a modeled reference image and a modeled watermarked image, the reference image comprising a version of the watermarked image prior to being watermarked to form the watermarked image;
passing the modeled reference image and the modeled watermarked image to a visual quality metric that computes a measure of visual quality of the modeled watermarked image based on a visual quality analysis of the modeled watermarked image relative to the modeled reference image; and
using the output of the quality metric to adjust watermark embedding to achieve a desired visual quality in a watermarked image.
6 Assignments
0 Petitions
Accused Products
Abstract
A digital watermarking system uses a model of a rendering device to take into account the impact of the rendering device on visual or auditory quality of the watermarked signal. For visual content, a reference image and watermarked image are passed through the model and then supplied to a visual quality metric that assesses the visibility of the watermark. The digital watermark embedding is adjusted iteratively with each pass through this process to produce a watermarked signal that has the desired visual quality.
118 Citations
16 Claims
-
1. A method of digitally watermarking visual media comprising:
-
passing a reference image and a watermarked image through a model of an output device to produce a modeled reference image and a modeled watermarked image, the reference image comprising a version of the watermarked image prior to being watermarked to form the watermarked image; passing the modeled reference image and the modeled watermarked image to a visual quality metric that computes a measure of visual quality of the modeled watermarked image based on a visual quality analysis of the modeled watermarked image relative to the modeled reference image; and using the output of the quality metric to adjust watermark embedding to achieve a desired visual quality in a watermarked image. - View Dependent Claims (2, 3, 4, 5, 6)
-
-
7. A computer readable storage medium on which is stored instructions for performing a method of digitally watermarking visual media, the method comprising:
-
passing a reference image and a watermarked image through a model of an output device to produce a modeled reference image and a modeled watermarked image, the reference image comprising a version of the watermarked image prior to being watermarked to form the watermarked image; passing the modeled reference image and the modeled watermarked image to a visual quality metric that computes a measure of visual quality of the modeled watermarked image based on a visual quality analysis of the modeled watermarked image relative to the modeled reference image; and using the output of the quality metric to adjust watermark embedding to achieve a desired visual quality in a watermarked image.
-
-
8. A method of digitally watermarking a signal comprising:
-
passing a reference signal and a watermarked signal through a model of an output device to produce a modeled reference signal and a modeled watermarked signal, the reference signal comprising a version of the watermarked signal prior to being watermarked to form the watermarked signal; passing the modeled reference signal and the modeled watermarked signal to a perceptual quality metric that computes a measure of perceptual quality of the modeled watermarked signal based on a perceptual quality analysis of the modeled watermarked signal relative to the modeled reference signal; and using the output of the quality metric to adjust watermark embedding to achieve a desired perceptual quality in a watermarked signal. - View Dependent Claims (9, 10, 11, 12, 13, 14, 15)
-
-
16. A computer readable storage medium on which is stored instructions for performing a method of digitally watermarking a signal, the method comprising:
-
passing a reference signal and a watermarked signal through a model of an output device to produce a modeled reference signal and a modeled watermarked signal, the reference signal comprising a version of the watermarked signal prior to being watermarked to form the watermarked signal; passing the modeled reference signal and the modeled watermarked signal to a perceptual quality metric that computes a measure of perceptual quality of the modeled watermarked signal based on a perceptual quality analysis of the modeled watermarked signal relative to the modeled reference signal; and using the output of the quality metric to adjust watermark embedding to achieve a desired perceptual quality in a watermarked signal.
-
Specification