Signature based system and methods for generation of personalized multimedia channels
A system for generating personalized channels of multimedia content. The system comprises an interface to one or more multimedia sources, wherein the multimedia sources provide multimedia content to the personalized channels of multimedia content; and a server for receiving multimedia content from the one or more multimedia sources through the interface and for serving selected multimedia content to users of the system over one or more of the personalized channels; wherein a user of the system receives personalized multimedia content gathered by the server into the one or more of the personalized channels responsive of preferences of the user as observed by the system for the user.
1. A method for generating personalized channels of multimedia content, comprising:
initializing one or more personalized multimedia content channels of a user with multimedia content, wherein the multimedia content in the one or more personalized multimedia content channel is presented to the user on at least a web-browser of a computing device;
receiving preferences of the user regarding the preferred multimedia content in the personalized multimedia content channels;
changing the multimedia content in the one or more personalized multimedia content channels based on the received preferences by:
searching for new multimedia content based on the preferences of the user;
adding the new multimedia content channel to the one or more personalized multimedia content channels; and
removing multimedia content from the one or more personalized multimedia content channels based on the preferences of the user.
2. The method of claim 1 , wherein the multimedia content is at least one of:
an image, graphics, a video stream, a video clip, an audio stream, an audio clip, a video frame, a photograph, images of signals, combinations thereof, and portions thereof.
3. The method of claim 1 , wherein each element of the multimedia content has at least a signature.
4. The method of claim 3 , wherein the signature is a unidirectional lossless compression of the multimedia content element.
5. The method of claim 3 , further comprising:
clustering of multimedia content in accordance with the signatures of each of the multimedia content element.
6. The method of claim 5 , wherein a personalized multimedia channel comprises a cluster generated by the clustering of multimedia content element.
7. The method of claim 6 , wherein generating the signature further comprising:
generating a first signature related to the multimedia content not having a respective signature, the first signature is determined according to a first threshold value, the first signature being robust to at least one of noise and distortion; and
generating a second signature responsive of the input signal, wherein the second signature is determined respective of a second threshold value which is lower than the first threshold value, the second signature being a non-robust signature.
8. The method of claim 3 , further comprising:
generating a signature respective of multimedia content to multimedia content not having a respective signature.
9. The method of claim 3 , further comprising:
comparing a signature of the preferred multimedia content to at least a signature of a second multimedia content; and
clustering the second multimedia content to the new multimedia content if a match is found between at least the signature of the preferred multimedia content and the signature of the second multimedia content.
10. The method of claim 3 , further comprising:
clustering of a plurality of multimedia content based on at least signatures respective of each of the plurality of multimedia content.
11. A method for generating personalized channels of multimedia content, comprising:
initializing one or more personalized multimedia content channels of a user with multimedia content, wherein the multimedia content in the one or more personalized multimedia content channel is presented to the user on at least a web-browser of a computing device;
receiving preferences of the user regarding the preferred multimedia content in the personalized multimedia content channels;
gathering multimedia content based on tags associated with the multimedia content into the one or more personalized multimedia content channels;
changing the multimedia content in the one or more personalized multimedia content channels based on the received preferences.
12. The method of claim 11 , further comprising:
clustering of the tags associated with the multimedia content based on the preferences.
13. The method of claim 12 , wherein the new multimedia content has tags that belong to clusters of the clustering of tags.