GENERATING A VIRTUAL WORLD TO ASSESS REAL-WORLD VIDEO ANALYSIS PERFORMANCE

Patent №

US 10,019,652

Granted

2018-07-10

Filed 2016

Owner

XEROX CORPORATION

Lab

AI components

2

vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15051005

A system and method are suited for assessing video performance analysis. A computer graphics engine clones real-world data in a virtual world by decomposing the real-world data into visual components and objects in one or more object categories and populates the virtual world with virtual visual components and virtual objects. A scripting component controls the virtual visual components and the virtual objects in the virtual world based on the set of real-world data. A synthetic clone of the video sequence is generated based on the script controlling the virtual visual components and the virtual objects. The real-world data is compared with the synthetic clone of the video sequence and a transferability of conclusions from the virtual world to the real-world is assessed based on this comparison.

VisionKnowledge representationG06T 7/20G06F 18/217G06T 19/00G06V 20/40G06T 2207/10016G06T 2207/30236G06V 20/47

AI classification

Vision0.99
Knowledge representation0.95
Machine learning0.20
AI hardware0.16
Planning0.06
Speech0.01
Natural language0.00
Evolutionary computation0.00

Ownership

XEROX CORPORATION

assignment · 378010897

Assignors

WANG, QIAO, GAIDON, ADRIEN, VIG, ELEONORA

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

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