SYSTEMS AND METHODS FOR QUERYABLE GRAPH REPRESENTATIONS OF VIDEOS

Patent №

US 9,858,340

Granted

2018-01-02

Filed 2017

Owner

DIGITAL REASONING SYSTEMS, INC.

Lab

AI components

5

ml · nlp · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15484406

In one aspect, the present disclosure relates to a method which, in one embodiment, includes: receiving video data for a first video; deconstructing the video data of the first video into a plurality of context windows; performing, on each context window that includes an image frame, a video analytic function on the image frame to identify one or more characteristics of the context window; performing, on each context window that includes an audio frame, a video analytic function on the audio frame to identify one or more characteristics of the context window; generating, for each context windows, a respective local atomic unit comprising attributes derived from the identified one or more characteristics of the respective context window, to form a plurality of local atomic units; and generating a local graph representation of the first video, comprising a plurality of nodes corresponding to the plurality of local atomic units.

Machine learningNatural languageVisionPlanningAI hardwareG06F 16/7834G06F 16/738G06F 16/743G06F 16/7837G06F 18/29G06V 10/84G06V 20/42G06V 20/49+6 more

AI classification

Natural language1.00
Vision1.00
Machine learning1.00
AI hardware0.98
Planning0.74
Speech0.36
Knowledge representation0.20
Evolutionary computation0.01

Ownership

DIGITAL REASONING SYSTEMS, INC.

assignment · 442320799

Assignors

FREY, JOHN, WHITAKER, JAMES, RUSSELL, MATTHEW

On an employer assignment, the assignors are typically the inventors.

From the same owner

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