IP Library Granted Patent US 9,576,197
Granted Patent B2
US 9,576,197 · App. 14/537,566 · Granted Feb 21, 2017

Methods and apparatus for identifying media content using temporal signal characteristics

View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 9,576,197
App. No.
14/537,566
Granted
Feb 21, 2017
Kind
B2
Abstract

Methods and apparatus to identify media content using temporal signal characteristics are disclosed. An example method includes generating a reference signature based on a reference signal corresponding to known media, generating sums based on peaks in a media signal corresponding to media, identifying signal peaks based on the generated sums, generating a second signature based on normalized curve features, wherein the normalized curve features respectively correspond to the identified signal peaks at a corresponding temporal locations of the corresponding signal peak, and determining whether the media signal corresponds to the reference signal based on a comparison of the reference signature and the second signature.

Claims (59)

1. A method to identify media, comprising:

generating, by executing an instruction with a processor, interval sums based on peaks in a media signal received at a monitored site corresponding to media;

identifying, by executing an instruction with the processor, signal peaks based on the generated interval sums;

generating, by executing an instruction with the processor, a signature of the received media signal based on normalized curve features, wherein the normalized curve features respectively correspond to the identified signal peaks at corresponding temporal locations of the corresponding signal peak; and

determining, by executing an instruction with the processor, whether the media signal corresponds to a reference signal based on a comparison of a reference signature and the signature of the received media signal.

2. The method as defined in claim 1 , further including smoothing the generated interval sums.

3. The method as defined in claim 1 , wherein the determining of whether the media signal corresponds to the reference signal includes performing a correlation of the signature of the media signal and the reference signature.

4. The method as defined in claim 1 , further including generating the normalized curve features by respectively generating peaks having heights, widths, and center locations.

5. The method as defined in claim 4 , wherein the heights of the normalized curve features are equal and the widths of the normalized curve features are equal.

6. The method as defined in claim 4 , wherein the height of the signature of the media signal is substantially zero at temporal locations other than locations corresponding to the normalized curve features.

7. The method as defined in claim 1 , wherein the determining of whether the media signal corresponds to the reference signal includes determining whether an index value is greater than a threshold.

8. The method as defined in claim 1 , wherein the media is associated with at least one of a broadcast program or a local media source.

9. The method as defined in claim 1 , wherein the media includes at least one of audio or video.

10. The method as defined in claim 1 , further including generating the reference signature by:

generating second interval sums based on peaks in the reference signal;

identifying second signal peaks based on the generated second interval sums; and

generating the reference signature based on second normalized curve features, wherein the second normalized curve features respectively correspond to the second signal peaks at corresponding temporal locations of the one of the second signal peaks.

11. A method to monitor exposure to media, comprising:

generating interval sums based on peaks in a media signal received at and collected from an exposure site by executing an instruction with a processor;

identifying signal peaks based on the generated interval sums by executing an instruction with the processor;

generating a signature of the media signal based on normalized curve features by executing an instruction with the processor, the normalized curve features respectively corresponding to the signal peaks at corresponding temporal locations of the corresponding signal peaks; and

identifying the media signal by performing a comparison of the signature of the media signal and a reference signature representative of known media by executing an instruction with the processor.

12. The method as defined in claim 11 , further including smoothing the generated interval sums.

13. The method as defined in claim 11 , further including:

generating second interval sums based on peaks in a known media signal;

identifying second signal peaks based on the generated second interval sums; and

generating the reference signature based on second normalized curve features, wherein the second normalized curve features respectively correspond to the second signal peaks at corresponding temporal locations of the corresponding second signal peaks.

14. The method as defined in claim 11 , further including identifying a second media signal based on a comparison of a signature of the second media signal and a reference signature representative of known media.

15. The method as defined in claim 14 , wherein the identifying of the media signal and the second media signal includes comparing first and second index values with a first threshold.

16. The method as defined in claim 15 , further including identifying a third media signal, wherein exposure to the third media signal occurs between exposure to the first media signal and exposure to the second media signal, and identifying the third media signal includes comparing a third index value with a second threshold lower than the first threshold.

17. An apparatus to identify media, comprising:

a summer to generate interval sums based on peaks in a media signal received at a monitored site;

a peak identifier to identify signal peaks based on the generated interval sums;

a feature generator to generate a signature of the media signal based on normalized curve features, the normalized curve features respectively corresponding to the identified signal peaks at corresponding temporal locations of the corresponding signal peaks; and

an index comparator to determine whether the media signal corresponds to a reference signal based on a comparison of the signature of the media signal and a reference signature corresponding to the reference signal, at least one of the summer, the peak identifier, the feature generator, or the index comparator including hardware.

18. The apparatus as defined in claim 17 , further including a smoother to smooth the interval sums.

19. The apparatus as defined in claim 17 , further including a correlator to perform a correlation of the signature of the media signal and the reference signature, the index comparator to determine whether the media signal corresponds to the reference signal based on the correlation.

20. The apparatus as defined in claim 17 , wherein the feature generator is to generate the normalized curve features by generating peaks having respective heights, respective widths, and respective center locations.

21. The apparatus as defined in claim 20 , wherein the feature generator is to generate the respective peaks to have same heights and to have same widths.

22. The apparatus as defined in claim 20 , wherein the height of the signature of the media signal is substantially zero at temporal locations other than locations corresponding to the normalized curve features.

23. The apparatus as defined in claim 17 , wherein the index comparator is to determine whether the media signal corresponds to the reference signal by determining whether an index value is greater than a threshold.

24. The apparatus as defined in claim 17 , wherein the media is associated with at least one of a broadcast program or a local media source.

25. The apparatus as defined in claim 17 , wherein the summer is to generate second interval sums based on peaks in a known media signal, the peak identifier is to identify second signal peaks based on the generated second interval sums, and the feature generator is to generate the reference signature based on second normalized curve features, the second normalized curve features respectively corresponding to the second signal peaks at respective temporal locations of the second signal peaks.

26. A tangible computer readable storage device comprising instructions which, when executed, cause a machine to at least:

generate interval sums based on peaks in a media signal received at a monitored site;

identify signal peaks based on the generated interval sums;

generate a signature of the media signal based on normalized curve features, the normalized curve features respectively corresponding to respective ones of the identified signal peaks at corresponding temporal locations; and

determine whether the media signal corresponds to a reference signal based on a comparison of a reference signature and the signature of the media signal.

27. The tangible computer readable storage device as defined in claim 26 , wherein the instructions further cause the machine to smooth the generated interval sums.

28. The tangible computer readable storage device as defined in claim 26 , wherein the instructions cause the machine to determine whether the media signal corresponds to the reference signal by performing a correlation of the signature of the media signal and the reference signature.

29. The tangible computer readable storage device as defined in claim 26 , wherein the instructions further cause the machine to generate the normalized curve features by respectively generating peaks having heights, widths, and center locations.

30. The tangible computer readable storage device as defined in claim 29 , wherein the heights of the normalized curve features are equal and the widths of the normalized curve features are equal.

31. The tangible computer readable storage device as defined in claim 29 , wherein the height of the signature of the media signal is substantially zero at temporal locations other than locations corresponding to normalized curve features.

32. The tangible computer readable storage device as defined in claim 26 , wherein the instructions cause the machine to determine whether the media signal corresponds to the reference signal by determining whether an index value is greater than a threshold.

33. The tangible computer readable storage device as defined in claim 26 , wherein the media is associated with at least one of a broadcast program or a local media source.

34. The tangible computer readable storage device as defined in claim 26 , wherein the instructions cause the machine:

generate second interval sums based on peaks in the reference signal;

identify second signal peaks based on the generated second interval sums; and

generate the reference signature based on second normalized curve features, the second normalized curve features respectively corresponding to respective ones of the second signal peaks at corresponding temporal locations.

Assignments (10)
RELEASE (REEL 054066 / FRAME 0064) Recorded May 11, 2023
From: CITIBANK, N.A.
To: A. C. NIELSEN COMPANY, LLC; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE MEDIA SERVICES, LLC; THE NIELSEN COMPANY (US), LLC; NETRATINGS, LLC
Reel/Frame 063605/0001 →
RELEASE (REEL 053473 / FRAME 0001) Recorded May 11, 2023
From: CITIBANK, N.A.
To: A. C. NIELSEN COMPANY, LLC; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE MEDIA SERVICES, LLC; THE NIELSEN COMPANY (US), LLC; NETRATINGS, LLC
Reel/Frame 063603/0001 →
SECURITY INTEREST Recorded May 8, 2023
From: GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; GRACENOTE, INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC
To: ARES CAPITAL CORPORATION
Reel/Frame 063574/0632 →
SECURITY INTEREST Recorded Apr 28, 2023
From: GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; GRACENOTE, INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC
To: CITIBANK, N.A.
Reel/Frame 063561/0381 →
SECURITY AGREEMENT Recorded Jan 31, 2023
From: GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; GRACENOTE, INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC
To: BANK OF AMERICA, N.A.
Reel/Frame 063560/0547 →
RELEASE (REEL 037172 / FRAME 0415) Recorded Oct 13, 2022
From: CITIBANK, N.A.
To: THE NIELSEN COMPANY (US), LLC
Reel/Frame 061750/0221 →
CORRECTIVE ASSIGNMENT TO CORRECT THE PATENTS LISTED ON SCHEDULE 1 RECORDED ON 6-9-2020 PREVIOUSLY RECORDED ON REEL 053473 FRAME 0001. ASSIGNOR(S) HEREBY CONFIRMS THE SUPPLEMENTAL IP SECURITY AGREEMENT. Recorded Oct 7, 2020
From: A.C. NIELSEN (ARGENTINA) S.A.; A.C. NIELSEN COMPANY, LLC; ACN HOLDINGS INC.; ACNIELSEN CORPORATION; ACNIELSEN ERATINGS.COM; AFFINNOVA, INC.; ART HOLDING, L.L.C.; ATHENIAN LEASING CORPORATION; CZT/ACN TRADEMARKS, L.L.C.; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; NETRATINGS, LLC; NIELSEN AUDIO, INC.; NIELSEN CONSUMER INSIGHTS, INC.; NIELSEN CONSUMER NEUROSCIENCE, INC.; NIELSEN FINANCE CO.; NIELSEN FINANCE LLC; NIELSEN INTERNATIONAL HOLDINGS, INC.; NIELSEN MOBILE, LLC; NMR INVESTING I, INC.; TCG DIVESTITURE INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC; VIZU CORPORATION; VNU MARKETING INFORMATION, INC.; NMR LICENSING ASSOCIATES, L.P.; NIELSEN HOLDING AND FINANCE B.V.; THE NIELSEN COMPANY B.V.; VNU INTERNATIONAL B.V.
To: CITIBANK, N.A
Reel/Frame 054066/0064 →
SUPPLEMENTAL SECURITY AGREEMENT Recorded Jun 9, 2020
From: A. C. NIELSEN COMPANY, LLC; ACN HOLDINGS INC.; ACNIELSEN CORPORATION; ACNIELSEN ERATINGS.COM; AFFINNOVA, INC.; ART HOLDING, L.L.C.; ATHENIAN LEASING CORPORATION; CZT/ACN TRADEMARKS, L.L.C.; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; NETRATINGS, LLC; NIELSEN AUDIO, INC.; NIELSEN CONSUMER INSIGHTS, INC.; NIELSEN CONSUMER NEUROSCIENCE, INC.; NIELSEN FINANCE CO.; NIELSEN FINANCE LLC; NIELSEN INTERNATIONAL HOLDINGS, INC.; NIELSEN MOBILE, LLC; NIELSEN UK FINANCE I, LLC; NMR INVESTING I, INC.; TCG DIVESTITURE INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC; VIZU CORPORATION; VNU MARKETING INFORMATION, INC.; NMR LICENSING ASSOCIATES, L.P.; NIELSEN HOLDING AND FINANCE B.V.; THE NIELSEN COMPANY B.V.; VNU INTERNATIONAL B.V.
To: CITIBANK, N.A.
Reel/Frame 053473/0001 →
SUPPLEMENTAL IP SECURITY AGREEMENT Recorded Nov 30, 2015
From: THE NIELSEN COMPANY ((US), LLC
To: CITIBANK, N.A., AS COLLATERAL AGENT FOR THE FIRST LIEN SECURED PARTIES
Reel/Frame 037172/0415 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 14, 2014
From: LEE, MORRIS
To: THE NIELSEN COMPANY (US), LLC
Reel/Frame 034172/0693 →