Scalable, Adaptable, and Manageable System for Multimedia Identification

• US 20150254344A1
• Filed: 05/21/2015
• Published: 09/10/2015
• Est. Priority Date: 06/18/2008
• Status: Active Grant

• Current Assignee: Roku, Inc.
• Original Assignee: Zeitera LLC
• Inventors: Kulkarni, Sunil Suresh, Pereira, Jose Pio, Gajjar, Pradipkumar Dineshbhai, Merchant, Shashank, Ramanathan, Prashant, Stojancic, Mihailo M.
• Granted Patent: US 9,785,708 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/2255 Hash tables
• CPC Class Codes: G06F 16/245 Query processing
• CPC Class Codes: G06F 16/43 Querying
• CPC Class Codes: G06F 16/48 Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
• CPC Class Codes: G06F 16/7847 using low-level visual features of the video content
• CPC Class Codes: G06F 16/951 Indexing; Web crawling techniques
• CPC Class Codes: G06F 16/9538 Presentation of query results

Abstract

An architecture for a multimedia search system is described. To perform similarity matching of multimedia query frames against reference content, reference database comprising of a cluster index using cluster keys to perform similarity matching and a multimedia index to perform sequence matching is built. Methods to update and maintain the reference database that enables addition and removal of the multimedia contents, including portions of multimedia content, from the reference database in a running system are described. Hierarchical multi-level partitioning methods to organize the reference database are presented. Smart partitioning of the reference multimedia content according to the nature of the multimedia content, and according to the popularity among the social media, that supports scalable fast multimedia identification is also presented. A caching mechanism for multimedia search queries in a centralized or in a decentralized distributed system and a client based local multimedia search system enabling multimedia tracking are described.

Claims

1. A method of tracking multimedia content, the method comprising:

searching in a remote database in response to a query sent from a user device for multimedia content of a multimedia program that is currently playing on the user device;

finding matching signatures for the multimedia content in a reference program stored in the remote database;

retrieving the matching signatures and reference signatures for succeeding segments of the reference program beginning from the point in the reference program the multimedia content was found in the remote database;

storing the matching signatures and reference signatures in a local database on the user device;

tracking the multimedia program in the local database to find matching content for the succeeding segments of the reference program;

determining the multimedia content has changed to different multimedia content than that stored in the succeeding segments of the reference program; and

replacing the determined different multimedia content to a preselected multimedia content.

2. The method of claim 1 further comprising:

playing the preselected multimedia content for a prespecified duration; and

returning to play the multimedia program upon detecting matching content for subsequent segments of the reference program.

3. The method of claim 1, wherein the preselected multimedia content is a new source of multimedia content.

4. The method of claim 3, wherein the new source of multimedia content is a picture-in-picture mode of operation with another channel.

5. The method of claim 1, wherein the preselected multimedia content is a reduction in the audio on the user device.

6. The method of claim 1, wherein the succeeding segments of the reference program is a full reference program including the matching signatures from the point in the reference program the multimedia content was found in the remote database

7. The method of claim 1 further comprising:

blocking the playing of the preselected multimedia content; and

returning to display the multimedia program upon detecting matching content for subsequent segments of the reference program.

8. The method of claim 1, wherein the searching in the remote database uses a similarity search method combined with a correlation search method.

9. The method of claim 1, wherein the tracking to find matching content uses a correlation method.

10. An apparatus for tracking multimedia content, the apparatus comprising:

a user processing device configured for sending a query to a remote database to search for multimedia content of a multimedia program identified by a user, wherein matching signatures are found for the multimedia content in a reference program stored in the remote database, and the matching signatures and reference signatures for succeeding segments of the reference program beginning from the point in the reference program the multimedia content was found are retrieved from the remote database; and

a local database coupled to the user processing device and configured for storing the matching signatures and reference signatures retrieved from the remote database,

wherein the user processing device is further configured to track the multimedia program in the local database to find matching content for the succeeding segments of the reference program,

the user processing device is further configured to determine the multimedia content has changed to different multimedia content than that stored in the succeeding segments of the reference program, and

wherein the user processing device is further configured to replace the determined different multimedia content to a preselected multimedia content.

11. The apparatus of claim 10, wherein the local database is stored in a memory internal to the user processing device.

12. The apparatus of claim 10, wherein the local database is stored in a random access memory and a hard disk drive internal to the user processing device.

13. The apparatus of claim 10, wherein each reference signature includes a cluster key comprising a link reference address to a list of signature records stored in the local database.

14. The apparatus of claim 13, wherein the cluster key is generated by applying a fingerprinting process to bits of a reference fingerprint having a first number of bits, wherein the cluster key comprises a second number of bits that is less than the first number of bits.

15. A computer readable non-transitory medium storing a computer program which causes a computer system to perform a method of tracking multimedia content, the method comprising:

searching in a remote database in response to a query sent from a user device for multimedia content of a multimedia program that is currently playing on the user device;

finding matching signatures for the multimedia content in a reference program stored in the remote database;

retrieving the matching signatures and reference signatures for succeeding segments of the reference program beginning from the point in the reference program the multimedia content was found in the remote database;

storing the matching signatures and reference signatures in a local database on the user device;

tracking the multimedia program in the local database to find matching content for the succeeding segments of the reference program;

determining the multimedia content has changed to different multimedia content than that stored in the succeeding segments of the reference program; and

replacing the determined different multimedia content to a preselected multimedia content.

16. The computer readable non-transitory medium method of claim 15 further comprising:

playing the preselected multimedia content for a prespecified duration; and

returning to play the multimedia program upon detecting matching content for subsequent segments of the reference program.

17. The computer readable non-transitory medium method of claim 15, wherein the preselected multimedia content is a picture-in-picture mode of operation with another channel.

18. The computer readable non-transitory medium method of claim 15 further comprising:

blocking the playing of the preselected multimedia content; and

returning to display the multimedia program upon detecting matching content for subsequent segments of the reference program.

19. The computer readable non-transitory medium method of claim 15, wherein the searching in the remote database uses a similarity search method combined with a correlation search method.

20. The computer readable non-transitory medium method of claim 15, wherein each reference signature includes a cluster key comprising a link reference address to a list of signature records stored in the local database.