Methods and apparatus for supplementing partially readable and/or inaccurate codes in media
Methods and apparatus are disclosed for supplementing partially readable and/or inaccurate codes. An example apparatus includes a watermark analyzer to select a first watermark and a second watermark decoded from media; a comparator to compare a first decoded timestamp of the first watermark to a second decoded timestamp of the second watermark; and a timestamp adjuster to adjust the second decoded timestamp based on the first decoded timestamp of the second watermark when at least a threshold number of symbols of the second decoded timestamp match corresponding symbols of the first decoded timestamp.
1. An apparatus comprising:
an interface to communicate via a network with a plurality of meters to obtain watermarks decoded from media presented by media presentation devices, ones of the meters to monitor the media presented by ones of the media presentation devices and to decode the watermarks from the media:
a watermark analyzer to select a first watermark and a second watermark from the watermarks decoded from media, the first watermark including a first decoded timestamp associated with a first confidence, the second watermark including a second decoded timestamp associated with a second confidence lower than the first confidence;
a comparator to compare the first decoded timestamp of the first watermark to the second decoded timestamp of the second watermark;
a timestamp adjuster to increase the second confidence of the second decoded timestamp by adjusting the second decoded timestamp based on the first decoded timestamp of the first watermark when at least a threshold number of symbols of the second decoded timestamp match corresponding symbols of the first decoded timestamp; and
a media monitor to:
generate a report including the adjusted second decoded timestamp; and
at least one of (a) store the report in a database or (b) transmit the report to an external device.
2. The apparatus of claim 1 , wherein to adjust the second decoded timestamp, the timestamp adjuster is to use a first symbol from the first decoded timestamp to supplement a corresponding missing symbol from the second decoded timestamp.
3. The apparatus of claim 1 , wherein to adjust the second decoded timestamp, the timestamp adjuster is to use a first symbol from the first decoded timestamp to supplement a corresponding inaccurate symbol from the second decoded timestamp.
4. The apparatus of claim 1 , wherein the first watermark is associated with a first strength that is higher than a threshold and the second watermark is associated with a second strength that is lower than the threshold.
5. The apparatus of claim 4 , wherein the first strength is at least one of a signal-to-noise ratio or a received signal strength indicator.
6. The apparatus of claim 1 , wherein the timestamp adjuster is to adjust the second decoded timestamp by:
determining a difference between the first decoded timestamp of the first watermark and a time of decoding of the first watermark; and
applying the difference to the second decoded timestamp of the second watermark to generate a decoded timestamp estimate; and
at least one of (1) adjusting any symbols of the second decoded timestamp that do not correspond to the decoded timestamp estimate or (2) using a symbol of the decoded timestamp estimate to supplement a corresponding missing symbol of the second decoded timestamp.
7. The apparatus of claim 1 , wherein the first watermark was extracted from the media using a first watermark extraction protocol and the second watermark was extracted from the media using a second watermark extraction protocol different than the first watermark extraction protocol.
8. The apparatus of claim 1 , wherein the first watermark was extracted from a first frequency band of the media and the second watermark was extracted from a second frequency band of the media, the second frequency band different than the first frequency band.
9. The apparatus of claim 1 , wherein:
the watermark analyzer is to determine the second confidence is a lower than the first confidence based on the second watermark including missing or inaccurate information relative to the first watermark; and
the timestamp adjuster is to adjust the second decoded timestamp to replace the missing or inaccurate information with corresponding accurate information from the first watermark.
10. A non-transitory computer readable storage medium comprising instructions which, when executed, cause one or more processors to at least:
communicate via a network with a plurality of meters to obtain watermarks decoded from media presented by media presentation devices, ones of the meters to monitor the media presented by ones of the media presentation devices and to decode the watermarks from the media;
select a first watermark and a second watermark from the watermarks decoded from media, the first watermark including a first decoded timestamp associated with a first confidence, the second watermark including a second decoded timestamp associated with a second confidence lower than the first confidence;
compare the first decoded timestamp of the first watermark to the second decoded timestamp of the second watermark;
increase the second confidence of the second decoded timestamp by adjusting the second decoded timestamp based on the first decoded timestamp of the first watermark when at least a threshold number of symbols of the second decoded timestamp match corresponding symbols of the first decoded timestamp;
generate a report including the adjusted second decoded timestamp; and
at least one of (a) store the report in a database or (b) transmit the report to an external device.
11. The computer readable storage medium of claim 10 , wherein the instructions cause the one or more processors to adjust the second decoded timestamp by using a first symbol from the first decoded timestamp to supplement a corresponding missing symbol from the second decoded timestamp.
12. The computer readable storage medium of claim 10 , wherein the instructions cause the one or more processors to adjust the second decoded timestamp by using a first symbol from the first decoded timestamp to supplement a corresponding inaccurate symbol from the second decoded timestamp.
13. The computer readable storage medium of claim 10 , wherein the first watermark is associated with a first strength that is higher than a threshold and the second watermark is associated with a second strength that is lower than the threshold.
14. The computer readable storage medium of claim 13 , wherein the first strength is at least one of a signal-to-noise ratio or a received signal strength indicator.
15. The computer readable storage medium of claim 10 , wherein the instructions cause the one or more processors to adjust the second decoded timestamp by:
determining a difference between the first decoded timestamp of the first watermark and a time of decoding of the first watermark; and
applying the difference to the second decoded timestamp of the second watermark to generate a decoded timestamp estimate; and
at least one of (1) adjusting any symbols of the second decoded timestamp that do not correspond to the decoded timestamp estimate or (2) using a symbol of the decoded timestamp estimate to supplement a corresponding missing symbol of the second decoded timestamp.
16. The computer readable storage medium of claim 10 , wherein the first watermark was extracted from the media using a first watermark extraction protocol and the second watermark was extracted from the media using a second watermark extraction protocol different than the first watermark extraction protocol.
17. The computer readable storage medium of claim 10 , wherein the first watermark was extracted from a first frequency band of the media and the second watermark was extracted from a second frequency band of the media, the second frequency band different than the first frequency band.
18. A method comprising:
communicating, via a network, with a plurality of meters to obtain watermarks decoded from media presented by media presentation devices, ones of the meters to monitor the media presented by ones of the media presentation devices and to decode the watermarks from the media;
determining, by executing an instruction with one or more processors, a first signal strength of a first watermark and a second signal strength of a second watermark, the first watermark and the second watermark included in the watermarks decoded from the media;
when the first signal strength is above a threshold and the second signal strength is below the threshold:
comparing, by executing an instruction with the one or more processors, a first decoded timestamp of the first watermark to a second decoded timestamp of the second watermark; and
increasing, by executing an instruction with the one or more processors, a confidence of the second decoded timestamp by adjusting the second decoded timestamp based on the first decoded timestamp of the first watermark when at least a threshold number of symbols of the second decoded timestamp match corresponding symbols of the first decoded timestamp; and
crediting, by executing an instruction with the one or more processors, exposure to the media based on the adjusted second decoded timestamp.
19. The method of claim 18 , wherein the adjusting of the second decoded timestamp includes using a first symbol from the first decoded timestamp to supplement a corresponding missing symbol from the second decoded timestamp.
20. The method of claim 18 , wherein the adjusting of the second decoded timestamp includes using a first symbol from the first decoded timestamp to supplement a corresponding inaccurate symbol from the second decoded timestamp.
21. The method of claim 18 , wherein the first strength is at least one of a signal-to-noise ratio or a received signal strength indicator.
22. An apparatus comprising:
at least one memory;
instruction in the apparatus; and
processor circuitry to execute the instructions to:
communicate via a network with a plurality of meters to obtain watermarks decoded from media presented by media presentation devices, ones of the meters to monitor the media presented by ones of the media presentation devices and to decode the watermarks from the media;
select a first watermark and a second watermark from the watermarks decoded from media, the first watermark including a first decoded timestamp associated with a first confidence, the second watermark including a second decoded timestamp associated with a second confidence lower than the first confidence;
compare a first decoded timestamp of the first watermark to a second decoded timestamp of the second watermark;
increase a confidence of the second decoded timestamp by modifying the second decoded timestamp using the first decoded timestamp of the first watermark when at least a threshold number of symbols of the second decoded timestamp match corresponding symbols of the first decoded timestamp; and
credit exposure to the media as real-time or time shifted based on the modified second decoded timestamp and a time corresponding to when the second watermark was decoded.
23. The apparatus of claim 22 , wherein the processor circuitry is to adjust the second decoded timestamp using a first symbol from the first decoded timestamp to supplement a corresponding missing symbol from the second decoded timestamp.
24. The apparatus of claim 22 , wherein the processor circuitry is to adjust the second decoded timestamp using a first symbol from the first decoded timestamp to supplement a corresponding inaccurate symbol from the second decoded timestamp.
25. The apparatus of claim 22 , wherein the first watermark is associated with a first strength that is higher than a threshold and the second watermark is associated with a second strength that is lower than the threshold.
26. The apparatus of claim 25 , wherein the first strength is at least one of a signal-to-noise ratio or a received signal strength indicator.
27. The apparatus of claim 22 , wherein the processor circuitry is to adjust the second decoded timestamp by:
determining a difference between the first decoded timestamp of the first watermark and a time of decoding of the first watermark; and
applying the difference to the second decoded timestamp of the second watermark to generate a decoded timestamp estimate; and
at least one of (1) adjusting any symbols of the second decoded timestamp that do not correspond to the decoded timestamp estimate or (2) using a symbol of the decoded timestamp estimate to supplement a corresponding missing symbol of the second decoded timestamp.
28. The apparatus of claim 22 , wherein the first watermark was extracted from the media using a first watermark extraction protocol and the second watermark was extracted from the media using a second watermark extraction protocol different than the first watermark extraction protocol.
29. The apparatus of claim 22 , wherein the first watermark was extracted from a first frequency band of the media and the second watermark was extracted from a second frequency band of the media, the second frequency band different than the first frequency band.