Instantly indexed databases for multimedia content analysis and retrieval
View Patent ↗Techniques for indexing multimedia data substantially concurrently or contemporaneously with its capture to convert a real world event into an accessible database in real time are provided. The present invention introduces a new paradigm of converting a real world event in real time into a rich multimedia database by processing data from multiple sensors observing the event. Real time analysis of the sensor data, coupled with domain knowledge, results in instant indexing of multimedia data at capture time itself. This yields the semantic information to answer complex queries about the content, and the ability to extract portions of data that correspond to complex actions performed in the real world.
1. A method for use in indexing, in a database, data associated with a domain-specific event, the method comprising the steps of:
processing sensor data obtained in accordance with the event in real time, the sensor data comprising motion data of one or more objects or one or more people associated with the domain-specific event;
obtaining pre-existing data associated with the domain-specific event; and
indexing data associated with the domain-specific event in the database, contemporaneous with capture of the data associated with the domain-specific event being indexed, based on at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data, wherein the indexing step further comprises generating an index usable to retrieve at least a portion of the data associated with the domain-specific event by creating one or more cross-indexes between at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data.
2. The method of claim 1 , wherein processing of the sensor data comprises generating at least one of object location information and object activity information.
3. The method of claim 2 , wherein generation of the at least one of object location information and object activity information comprises generating one or more object motion trajectories based on a real time tracking technique.
4. The method of claim 1 , wherein the pre-existing data associated with the domain-specific event comprises one or more of hierarchy information, sensor parameter information, object information, landmark information, and an environmental model.
5. The method of claims 1 , wherein the data stored in the database is only relevant portions of the data.
6. The method of claim 1 , wherein indices are derived from real time analysis of at least a portion of the sensor data.
7. The method of claim 1 , wherein at least a portion of the data is indexed in a relational data structure associated with the database.
8. The method of claim 1 , wherein at least a portion of the data is indexed in a spatio-temporal data structure associated with the database.
9. The method of claim 1 , wherein at least a portion of the indexed data from the database may be visualized contemporaneous with capture of the data associated with the domain-specific event being indexed.
10. The method of claim 1 , wherein the data is multimedia data.
11. The method of claim 1 , wherein data associated with the domain-specific event is retrievable from the database contemporaneous with capture of the data associated with the domain-specific event being indexed.
12. Apparatus for use in indexing, in a database, data associated with a domain-specific event, the apparatus comprising:
at least one processor operative to: (i) process sensor data obtained in accordance with the event in real time, the sensor data comprising motion data of one or more objects or one or more people associated with the domain-specific event; (ii) obtain pre-existing data associated with the domain-specific event; and (iii) index data associated with the domain-specific event in the database, contemporaneous with capture of the data associated with the domain-specific event being indexed, based on at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data, wherein the indexing operation further comprises generating an index usable to retrieve at least a portion of the data associated with the domain-specific event by creating one or more cross-indexes between at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data.
13. The apparatus of claim 12 , wherein processing of the sensor data comprises generating at least one of object location information and object activity information.
14. The apparatus of claim 13 , wherein generation of the at least one of object location information and object activity information comprises generating one or more object motion trajectories based on a real time tracking technique.
15. The apparatus of claim 12 , wherein the pre-existing data associated with the domain-specific event comprises one or more of hierarchy information, sensor parameter information, object information, landmark information, and an environmental model.
16. The apparatus of claims 12 , wherein the data stored in the database is only relevant portions of the data.
17. The apparatus of claim 12 , wherein indices are derived from real time analysis of at least a portion of the sensor data.
18. The apparatus of claim 12 , wherein at least a portion of the data is indexed in a relational data structure associated with the database.
19. The apparatus of claim 12 , wherein at least a portion of the data is indexed in a spatio-temporal data structure associated with the database.
20. The apparatus of claim 12 , wherein at least a portion of the indexed data from the database may be visualized contemporaneous with capture of the data associated with the domain-specific event being indexed.
21. The apparatus of claim 12 , wherein the data is multimedia data.
22. The apparatus of claim 12 , wherein data associated with the domain-specific event is retrievable from the database contemporaneous with capture of the data associated with the domain-specific event being indexed.
23. A database system, comprising:
at least one processor operative to: (i) process sensor data obtained in accordance with a domain-specific event in real time, the sensor data comprising motion data of one or more objects or one or more people associated with the domain-specific event; (ii) obtain pre-existing data associated with the domain-specific event; and (iii) index data associated with the domain-specific event, contemporaneous with capture of the data associated with the domain-specific event being indexed, based on at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data, wherein the indexing operation further comprises generating an index usable to retrieve at least a portion of the data associated with the domain-specific event by creating one or more cross-indexes between at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data; and
a database structure, coupled to the at least one processor, for storing the data in accordance with the indexing operation.
24. An article of manufacture for use in indexing, in a database, data associated with a domain-specific event, the article comprising a machine readable medium containing one or more programs which when executed implement the steps of:
processing sensor data obtained in accordance with the event in real time, the sensor data comprising motion data of one or more objects or one or more people associated with the domain-specific event;
obtaining pre-existing data associated with the domain-specific event; and
indexing data associated with the domain-specific event in the database, contemporaneous with capture of the data associated with the domain-specific event being indexed, based on at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data, wherein the indexing step further comprises generating an index usable to retrieve at least a portion of the data associated with the domain-specific event by creating one or more cross-indexes between at least a portion of the processed real time sensor data and at least a portion of the obtained pre-existing data.
25. The article of claim 24 , wherein data associated with the domain-specific event is retrievable from the database contemporaneous with capture of the data associated with the domain-specific event being indexed.