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US 6,633,653 B1Granted
Watermarked digital images
AssigneeMotorola, Inc.
InventorsPaola Marcella Hobson, Lai Hock Tay
Life of this patent
Estimating the term…
Abstract
A tamper detection method for digital images includes: providing a digitally watermarked image; digitally processing at least some watermarked parts of the image to obtain confidence values; and using the confidence values to provide an indication as to the likelihood that the image has been tampered with.
Claims4
A tamper detection method for digital images comprising:
- providing a digitally watermarked image;
- digitally processing at least some watermarked parts of the image to obtain confidence values;
- and
- using the confidence values to provide an indication as to the likelihood that the image has been tampered with,
- wherein the digital watermarking is made on blocks of the image of a predetermined size, a discrete Fourier transform (DFT) is applied to the image on a block by block basis to generate a plurality of DFT coefficients, and a watermark is applied to each one of a selected number of DFT coefficients within a block by selecting the phase of that DFT coefficient to be equal to the phase of one or other of a plurality of phase values, of a set of quantized phase values, which are closest to the actual phase, dependent upon the value with which the watermarked bit is to be embedded, and
- wherein during recovery of the watermark, a discrete Fourier transform is again taken of each block and the watermark is recovered by determining which of the quantized set of levels the recovered bit phase data is closest to, wherein each confidence value is related to the proximity of the recovered phase to one or more of the quantized set of phase levels.
3 more elements
A tamper detection method for digital images comprising:
- providing a digitally watermarked image;
- digitally processing at least some watermarked parts of the image to obtain confidence values;
- and using the confidence values to provide an indication as to the likelihood that the image has been tampered with,
- wherein the digital watermarking is done on blocks of the image of a predetermined size,
- wherein an amplitude value is added to, or subtracted from, an amplitude relating to each one of a number of selected pixels of the block, depending upon whether the value with which the watermarked bit is to be embedded, and wherein during recovery of the watermark, an estimate of the actual amplitude value is made, and wherein each confidence value is related to the proximity of the recovered amplitude to one or more of a quantized set of reference amplitude levels, and
- wherein a confidence measure for each bit is of recovered amplitude An is defined as:
- Cn=1−(2*|Ax−An|/|Ax−Ay|)
- where An is the recovered amplitude for bit n of the watermark, ∥ denotes modules, and Ax, Ay are the nearest reference amplitude levels, where Ax was chosen as the closest.
5 more elements
Dependencies are inferred from the claim text.