Methods for using extracted features to perform an action
A computer system comprising one or more processors and computer-readable media operatively connected thereto, having stored thereon instructions for carrying out the steps of: maintaining one or more databases comprising first electronic data comprising digitally created reference compact electronic representations for each of a plurality of reference electronic works and second electronic data associated with the reference electronic works and related to action information corresponding thereto; obtaining a first digitally created compact electronic representation comprising one or more extracted feature vectors of a first electronic work; identifying a matching reference electronic work by comparing the first digitally created compact electronic representation of the first electronic work with the first electronic data using a sub-linear search of the first electronic data; determining the action information corresponding to the matching reference electronic work based on the second electronic data; and associating the determined action information with the first electronic work.
1. A method for associating an electronic work with an action, the electronic work comprising at least one of audio and video, the method comprising:
a) electronically extracting one or more features from a portion of the electronic work, wherein the features include a compact representation of the portion;
b) electronically identifying, at the computer system, a first reference work related to the portion by comparing the one or more features extracted from the portion with reference features from a first plurality of reference works using an approximate nearest neighbor search of reference features that identifies one or more matches to the portion but does not guarantee to identify an exact match to the portion, wherein the reference features from the first plurality of reference works are organized using a clustering technique to eliminate a second plurality of reference works from being searched;
c) electronically determining an action information based on the identification of the electronic work, wherein the action information is related to an action to present an advertisement at a user electronic device; and
d) in response to a request to access the electronic work by the user electronic device, providing, to the user electronic device, machine readable instructions for performance of the action.
2. The method of claim 1 ,
wherein, the portion of the electronic work comprises a portion of a video signal.
3. The method of claim 2 ,
wherein the one or more features extracted from the portion of the video signal comprise a low-resolution copy of at least a portion of the portion of the video signal.
4. The method of claim 2 ,
wherein the one or more features extracted from the portion of the video signal comprise average intensities of n times n blocks of pixels of at least a portion of the portion of the video signal.
5. The method of claim 2 ,
wherein the one or more features extracted from the portion of the video signal comprise a pseudo-random sample of pixels from at least a portion of the portion of the video signal.
6. The method of claim 2 ,
wherein the action information is related to displaying an advertisement comprising video with the electronic work at the user electronic device.
7. The method of claim 1 ,
wherein the user electronic device is a personal computer.
8. The method of claim 1 ,
wherein the user electronic device is a cell phone.
9. The method of claim 1 ,
wherein the user electronic device is a set top box.
10. The method of claim 1 ,
wherein the portion of the electronic work comprises a portion of an audio signal.
11. The method of claim 10 ,
wherein the action information is related to presenting an advertisement comprising audio with the electronic work at the user electronic device.
12. The method of claim 1 ,
wherein the portion of the electronic work comprises a portion of a video signal and a portion of an audio signal.
13. The method of claim 12 ,
wherein the action information is related to presenting an advertisement comprising audio and video with the electronic work at the user electronic device.