Methods for marking images
View Patent ↗An image is marked by making slight changes to pixel values. These changes are essentially imperceptible on human scrutiny, but detectable by computer analysis. Such markings have applications in identifying ownership of images (including video), and also in device control (e.g., triggering a “do not copy” response in suitably configured hardware and software systems).
1. A method for imparting a watermark onto a digital image comprising:
using a programmed computer to perform acts of:
providing said digital image comprised of a plurality of pixels, wherein each of said pixels includes brightness data that represents a brightness obtained from a color image; and
adjusting said brightness data associated with at least one of said pixels by a predetermined brightness value, wherein said brightness value has a relationship with a number taken from a random number sequence.
2. A method as recited in claim 1 , wherein said relationship includes a parameter for adjusting the brightness value to a desired strength.
3. A method as recited in claim 1 , wherein said strength is computed as a function of the digital image such that the watermark is imperceptible.
4. A method as recited in claim 1 , wherein each of said pixels has a row and a column location in an array representing said digital image, and wherein said brightness value employs a different sequential combination of numbers from said random number sequence in sequential correspondence to said row and column location.
5. A method as recited in claim 1 , wherein said random number sequence is generated employing a key based pseudorandom number generator.
6. A method as recited in claim 1 , wherein said sequence is formed from a plurality of watermarking parameters.
7. A method as recited in claim 6 , wherein said watermarking parameters provide the watermark with at least one property of a robust invisible watermark.
8. A method for generating a watermarked image wherein a watermark is imparted onto a digital image having a plurality of original elements having original brightnesses, said method comprising:
using a programmed computer to perform acts of:
providing a digital watermarking signal comprising a plurality of watermarking elements, each having a watermark brightness value and having one-to-one correspondence with said original elements; and
producing a watermarked image by adjusting said original brightness of each of said original elements by said brightness values of a corresponding one of said watermark elements wherein said watermark is invisible.
9. A method as recited in claim 8 , in which said brightness values are within a predetermined range.
10. A method as recited in claim 8 , in which said original image forms an original signal having a first size in two or more dimensions and said watermarking image forms a watermarking block being smaller than said original signal, said method further comprising the step of extending said watermarking signal by tiling the watermarking block that said watermarking signal at least covers said original signal.
11. A method as recited in claim 10 , further comprising the step of truncating said watermarking block such that said watermarking block covers said original signal, upon determining that said watermarking block extends beyond said original signal.
12. A method as recited in claim 10 , wherein the watermarking signal is produced by employing filtering using an FFT method.
13. A method as recited in claim 8 , wherein each of said original elements include corresponding to a red, a green and a blue color component and the brightness data of the original elements is obtained from the corresponding red, a green and a blue color component.
14. A method for imparting a watermark onto a digital image comprising:
using a programmed computer to perform acts of:
providing said digital image comprised of a plurality of pixels, wherein each of said pixels includes brightness data that represents a brightness obtained from a color image; and
adjusting said brightness data associated with at least one of said pixels by a predetermined brightness value in a predetermined range,
wherein said brightness value has a relationship with a number taken from a random number sequence, said relationship includes a parameter for adjusting the brightness value to provide a desired modulation strength.
15. A method for imparting a watermark onto a digital image comprising:
using a programmed computer to perform acts of:
providing said digital image comprised of a plurality of pixels, wherein each of said pixels includes brightness data that represents a brightness obtained from a color image; and
adjusting said brightness data associated with at least one of said pixels by a predetermined brightness value,
wherein said brightness value has a relationship with a number taken from a random number sequence, said relationship includes a parameter for adjusting the brightness value to provide a strength, said sequence is formed from a plurality of robust watermarking parameters, and said parameters comprise a cryptographic key and an initial value of said random number generator.
16. A computer readable medium on which is stored instructions, which when executed by a computer, perform the method of claim 1 .