Weights embedded to minimize visibility change
The present disclosure relates generally improving visibility artifacts associated with encoded signals. A visibility change for local image areas associated with an encoded signal can be determined through use of a plurality of channel-specific contrast sensitivity functions. Of course, other features, and related claims and combinations are provided as well.
1. A method comprising:
obtaining data representing imagery;
transforming the data representing imagery into a luminance and chrominance color space, in which the luminance and chrominance color space comprises a Lab color space;
determining a visibility change for local image areas associated with an encoded signal through use of a plurality of luminance and chrominance channel-specific contrast sensitivity functions associated with the transformed data in the luminance and chrominance color space, in which the plurality of luminance and chrominance channel-specific contrast sensitivity functions comprise a Luminance contrast sensitivity function,
an ‘a’ channel contrast sensitivity function and a ‘b’ channel contrast sensitivity function;
determining embedding weights to minimize the visibility change; and
applying the determined embedding weights to pixels in an embedding color space, the embedding weights collectively conveying the encoded signal.
2. The method of claim 1 in which said transforming utilizes profiles including sets of data to represent image information.
3. The method of claim 1 in which the data representing imagery comprises data representing pixel information, in which said applying comprises altering the data representing pixel information.
4. The method of claim 1 , and prior to said applying, further comprising transforming the determined embedding weights into the embedding color space.
5. The method of claim 1 in which the encoded signal comprises digital watermarking.
6. The method of claim 3 in which the encoded signal comprises digital watermarking.
7. A non-transitory computer readable medium comprising instructions stored therein that, when executed by one or more processors, cause said one or more processors to perform the following:
obtaining data representing imagery;
transforming the data representing imagery into a luminance and chrominance color space, in which the luminance and chrominance color space comprises a Lab color space;
determining a visibility change for local image areas associated with an encoded signal through use of a plurality of luminance and chrominance channel-specific contrast sensitivity functions associated with the transformed data in the luminance and chrominance color space, in which the plurality of luminance and chrominance channel-specific contrast sensitivity functions comprise a Luminance contrast sensitivity function, an ‘a’ channel contrast sensitivity function and a ‘b’ channel contrast sensitivity function;
determining embedding weights to minimize the visibility change; and
applying the determined embedding weights to pixels in an embedding color space, the embedding weights collectively conveying the encoded signal.
8. The non-transitory computer readable medium of claim 7 in which said transforming utilizes profiles including sets of data to represent image information.
9. The non-transitory computer readable medium of claim 7 in which the data representing imagery comprises data representing pixel information, in which said applying comprises altering the data representing pixel information.
10. The non-transitory computer readable medium of claim 7 , and prior to said applying, further comprising transforming the determined embedding weights into the embedding color space.
11. The non-transitory computer readable medium of claim 7 in which the encoded signal comprises digital watermarking.
12. An apparatus comprising:
an input to obtain data representing imagery;
one or more processors configured for:
transforming the data representing imagery into a luminance and chrominance color space, in which the luminance and chrominance color space comprises a Lab color space;
determining a visibility change for local image areas associated with an encoded signal through use of a plurality of luminance and chrominance channel-specific contrast sensitivity functions associated with the transformed data in the luminance and chrominance color space, in which the plurality of luminance and chrominance channel-specific contrast sensitivity functions comprise a Luminance contrast sensitivity function, an ‘a’ channel contrast sensitivity function and a ‘b’ channel contrast sensitivity function;
determining embedding weights to minimize the visibility change; and
applying the determined embedding weights to pixels in an embedding color space, the embedding weights collectively conveying the encoded signal, said applying yielding embedded pixels; and an output to communicate the embedded pixels.
13. The apparatus of claim 12 in which said transforming utilizes profiles including sets of data to represent image information.
14. The apparatus of claim 12 in which the data representing imagery comprises data representing pixel information, in which said applying comprises altering the data representing pixel information.
15. The apparatus of claim 12 , and prior to said applying, further comprising transforming the determined embedding weights into the embedding color space.
16. The apparatus of claim 12 in which the encoded signal comprises digital watermarking.