Utilizing dependency between watermark visibility and location of image sample in color space for embedded signal color direction
The present disclosure relates generally to signal encoding for printed objects. One implementation selects an embed direction based on a minimal visibility axis of a 1 JND ellipse at a certain color center. Other technology provided.
1. An image processing method comprising:
collecting chromatic contrast sensitivity data gathered from observation of an encoded signal, the data representing multiple color encoding angles;
from the data, generating a 1 Just Noticeable Difference (JND) ellipse around a first color center,
from the ellipse, determining a signal encode direction, the signal encode direction comprising an angle α representing a negative angle between the ‘a*’ axis in an CIELAB space and a direction of minimum sensitivity of an encoded signal;
transforming color artwork to include an encoded signal, said transforming utilizing the angle α.
2. A non-transitory computer readable medium comprising instructions stored therein that, when executed by one or more processors, cause the one or more processors to perform:
accessing chromatic contrast sensitivity data gathered from observation of an encoded signal, the data representing multiple color encoding angles;
from the data, generating a 1 Just Noticeable Difference (JND) ellipse around a first color center,
from the ellipse, determining a signal encode direction, the signal encode direction comprising an angle α representing a negative angle between the ‘a*’ axis in an CIELAB space and a direction of minimum sensitivity of an encoded signal;
transforming color artwork to include an encoded signal, said transforming utilizing the angle α.
3. The method of claim 1 in which the angle α comprises −9 degrees ≥α≥−25 degrees.
4. The method of claim 1 in which the angle α comprises −14 degrees.
5. The non-transitory computer readable medium of claim 2 in which the angle α comprises −9 degrees ≥α≥−25 degrees.
6. The non-transitory computer readable medium of claim 5 in which the angle α comprises −14 degrees.
7. A method comprising:
obtaining chromatic contrast sensitivity data representing multiple color encoding angles;
from the data, generating an ellipse around a first color center; and
from the ellipse, and using one or more multi-core processors, determining a signal encode direction, the signal encode direction comprising an angle α representing a negative angle between the ‘a*’ axis in an CIELAB space and a direction of minimum sensitivity of an encoded signal, in which the angle α comprises −9 degrees ≥α≥−25 degrees.
8. The method of claim 7 in which the ellipse comprises a 1 Just Noticeable Difference (JND) around the first color center.
9. The method of claim 7 further comprising transforming color artwork to include an encoded signal, said transforming utilizing the angle α and a vector length from the first color center to an ellipse boundary.
10. The method of claim 7 in which the chromatic contrast sensitivity data comprises visual observation data of the encoded signal.
11. The method of claim 7 in which the angle α comprises −14 degrees.
12. The method of claim 10 in which the transforming utilizes adjustment weights.
13. The method of claim 7 in which the encoded signal comprises a message signal and a synchronization signal.
14. The method of claim 13 in which the synchronization signal is utilized to resolve image distortion including rotation and scale.
15. The method of claim 7 further comprising determining a vector length from the first color center to an ellipse boundary in the angle α direction.
16. The method of claim 15 further comprising transforming color artwork to include an encoded signal, said transforming utilizing the angle α and the vector length.
17. A non-transitory computer readable medium comprising instructions stored therein that, when executed by one or more processors, cause the one or more processors to perform:
obtaining chromatic contrast sensitivity data representing multiple color encoding angles;
from the data, generating an ellipse around a first color center; and
from the ellipse, determining a signal encode direction, the signal encode direction comprising an angle a representing a negative angle between the ‘a*’ axis in an CIELAB space and a direction of minimum sensitivity of an encoded signal, in which the angle α comprises -9 degrees >α>-25 degrees.
18. The non-transitory computer readable medium of claim 17 in which the ellipse comprises a 1 Just Noticeable Difference (JND) around the first color center.
19. The non-transitory computer readable medium of claim 17 in which the instructions comprise instructions for transforming color artwork to include an encoded signal, said transforming utilizing the angle a and a vector length from the first color center to an ellipse boundary.
20. The non-transitory computer readable medium of claim 17 in which the chromatic contrast sensitivity data comprises visual observation data of signal encoding.
21. The non-transitory computer readable medium of claim 17 in which the angle α comprises -14 degrees.
22. The non-transitory computer readable medium of claim 20 in which the transforming utilizes adjustment weights.
23. The non-transitory computer readable medium of claim 17 in which the encoded signal comprises a message signal and a synchronization signal.
24. The non-transitory computer readable medium of claim 23 in which the synchronization signal is utilized to resolve image distortion including rotation and scale.
25. The non-transitory computer readable medium of claim 17 in which the instructions comprise instructions for determining a vector length from the first color center to an ellipse boundary in the angle α direction.
26. The non-transitory computer readable medium of claim 25 further comprising transforming color artwork to include an encoded signal, said transforming utilizing the angle α and the vector length.