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 comprising:
(a) receiving, at a computer system from a user electronic device, a query related to one or more frames from a video signal displayed at the user electronic device;
(b) extracting, using the computer system, one or more features of the one or more frames, wherein the extracted features include a compact representation of at least a portion of the one or more frames related to one or more blocks of pixels of the frame;
(c) identifying, using the computer system, one or more annotations associated with the one or more frames;
(d) identifying, at the computer system, one or more images related to the one or more frames by comparing the extracted features from the one or more frames with reference features from a first plurality of reference works using a sub-linear search of reference features that identifies one or more matches to the one or more frames but does not guarantee to identify an exact match to the one or more frames, wherein the first plurality of reference works are organized using a tree structure based on annotations including the one or more annotations to eliminate a second plurality of reference works from being searched;
(e) providing, by the computer system to the user electronic device, the identified one or more images along with action information associated with the identified one or more images, wherein the action information is related to an action to be performed at the user electronic device;
(f) receiving, at the computer system from the user electronic device, a selection of one of the identified one or more images; and
(g) providing, to the electronic device, machine readable instructions for performance of the action associated with the selected one of the identified one or more images.
2. The method of claim 1 , wherein the extracted features comprise a low-resolution copy of the at least the portion of the one or more frames.
3. The method of claim 1 , wherein the extracted features comprise average intensities of n times n blocks of pixels of the at least the portion of the one or more frames.
4. The method of claim 1 , wherein the extracted features comprise a pseudo-random sample of pixels from the at least the portion of the one or more frames.
5. The method of claim 1 , wherein step (c) is performed by using optical character recognition software on the one or more frames.
6. The method of claim 1 , wherein step (c) is performed by using closed captioning information.
7. The method of claim 1 , wherein the tree structure comprises a KD tree.
8. The method of claim 1 , wherein the tree structure comprises a vantage point tree.
9. The method of claim 1 , wherein the tree structure comprises an excluded middle vantage point forest.
10. The method of claim 1 , wherein the first plurality of reference works comprise content delivered via television broadcast.
11. The method of claim 1 , wherein the action associated with the selected one of the identified one or more images is redirecting a request to an associate website by a network address translation.
12. The method of claim 1 , wherein the action associated with the selected one of the identified one or more images is displaying additional information to the user.
13. The method of claim 1 , wherein the action associated with the selected one of the identified one or more images is automatically dialing a telephone number.
14. The method of claim 1 , wherein the user electronic device is a personal computer.
15. The method of claim 1 , wherein the user electronic device is a cell phone.
16. The method of claim 1 , wherein the user electronic device is a set top box.