Media watermarking by biasing randomized statistics
First Claim
1. A method for facilitating media watermarking, comprising:
- utilizing, at least in part, biased, randomized statistics to determine at least one mark value for media by generating random areas with a subset of overlapping areas within a two-dimensional form of the media, randomly assigning an entry value to each random area utilizing a user key, and determining the mark value at a particular location of the two-dimensional media form utilizing at least one Bernoulli parameter derived from the random area entry values;
determining the mark value by determining a number of random areas containing the particular location, determining a number of random areas containing the particular location with a first particular entry characteristic, determining a number of random areas containing the particular location with a second particular entry characteristic, calculating a Bernoulli parameter based, at least in part, on the first and second particular entry characteristics and a bias value, and selecting the mark value based on the Bernoulli parameter,wherein the Bernoulli parameter calculated utilizing at least one equation;
A=B,p(i,j)=drawn uniformly from (1−
p,p);
where A denotes a number of random areas possessing the first particular entry characteristic, B denotes a number of random areas possessing the second particular entry characteristic, p denotes a predetermined probability variable, bias denotes the bias value, and p(i,j) denotes the Bernoulli parameter for location (i,j) within the two-dimensional form of the media;
embedding the mark value into at least one location in the media, andrecording the media containing the embedded mark value on a computer-readable storage medium.
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Abstract
The present invention leverages randomly generated areas with random attributes from two-dimensional media forms to embed information relating to a media'"'"'s ownership and/or distribution source. This provides a means to establish a media'"'"'s source despite attacks. By providing embedded user-unique identification, media can enable detection for identifying the source of copied media without the embedded information substantially interfering with the intended purpose of the media itself. In one instance of the present invention, media is transformed into a two-dimensional media form with randomly generated areas having a subset of overlapping areas. User-unique keys are then utilized to determine attributes for each of the areas. This permits creation of statistically unique locations for each user key. The statistical qualities are biased and utilized to determine a logarithmic magnitude watermark value to embed in the media at that location. Detection is performed by utilizing a statistical correlation method to determine a user.
47 Citations
18 Claims
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1. A method for facilitating media watermarking, comprising:
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utilizing, at least in part, biased, randomized statistics to determine at least one mark value for media by generating random areas with a subset of overlapping areas within a two-dimensional form of the media, randomly assigning an entry value to each random area utilizing a user key, and determining the mark value at a particular location of the two-dimensional media form utilizing at least one Bernoulli parameter derived from the random area entry values; determining the mark value by determining a number of random areas containing the particular location, determining a number of random areas containing the particular location with a first particular entry characteristic, determining a number of random areas containing the particular location with a second particular entry characteristic, calculating a Bernoulli parameter based, at least in part, on the first and second particular entry characteristics and a bias value, and selecting the mark value based on the Bernoulli parameter, wherein the Bernoulli parameter calculated utilizing at least one equation;
A=B,p(i,j)=drawn uniformly from (1−
p,p);where A denotes a number of random areas possessing the first particular entry characteristic, B denotes a number of random areas possessing the second particular entry characteristic, p denotes a predetermined probability variable, bias denotes the bias value, and p(i,j) denotes the Bernoulli parameter for location (i,j) within the two-dimensional form of the media; embedding the mark value into at least one location in the media, and recording the media containing the embedded mark value on a computer-readable storage medium. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A method for facilitating media watermarking, comprising:
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utilizing, at least in part, biased, randomized statistics to determine at least one mark value for media by generating random areas with a subset of overlapping areas within a two-dimensional form of the media, randomly assigning an entry value to each random area utilizing a user key, and determining the mark value at a particular location of the two-dimensional media form utilizing at least one Bernoulli parameter derived from the random area entry values; determining the mark value by determining a number of random areas containing the particular location, determining a number of random areas containing the particular location with a first particular entry characteristic, determining a number of random areas containing the particular location with a second particular entry characteristic, calculating a Bernoulli parameter based, at least in part, on the first and second particular entry characteristics and a bias value, and selecting the mark value based on the Bernoulli parameter, wherein the Bernoulli parameter calculated utilizing at least one equation where A denotes a number of random areas possessing the first particular entry characteristic, B denotes a number of random areas possessing the second particular entry characteristic, p denotes a predetermined probability variable, bias denotes the bias value, and p(i, j) denotes the Bernoulli parameter for location (i, j) within the two-dimensional form of the media; embedding the mark value into at least one location in the media; and recording the media containing the embedded mark value on a computer-readable storage medium. - View Dependent Claims (8, 9, 10, 11, 12)
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13. A method for facilitating media watermarking, comprising:
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utilizing, at least in part, biased, randomized statistics to determine at least one mark value for media by generating random areas with a subset of overlapping areas within a two-dimensional form of the media, randomly assigning an entry value to each random area utilizing a user key, and determining the mark value at a particular location of the two-dimensional media form utilizing at least one Bernoulli parameter derived from the random area entry values; determining the mark value by determining a number of random areas containing the particular location, determining a number of random areas containing the particular location with a first particular entry characteristic, determining a number of random areas containing the particular location with a second particular entry characteristic, calculating a Bernoulli parameter based, at least in part, on the first and second particular entry characteristics and a bias value, and selecting the mark value based on the Bernoulli parameter, wherein the Bernoulli parameter calculated utilizing at least one equation where A denotes a number of random areas possessing the first particular entry characteristic, B denotes a number of random areas possessing the second particular entry characteristic, p denotes a predetermined probability variable, bias denotes the bias value, and p(i,j) denotes the Bernoulli parameter for location (i,j) within the two-dimensional form of the media; embedding the mark value into at least one location in the media; and recording the media containing the embedded mark value on a computer-readable storage medium. - View Dependent Claims (14, 15, 16, 17, 18)
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Specification