COMPUTER-IMPLEMENTED METHOD AND SYSTEM FOR GENERATING A VIRTUAL VEHICLE ENVIRONMENT

Patent №

US 11,615,558

Granted

2023-03-28

Filed 2021

Owner

DSPACE DIGITAL SIGNAL PROCESSING AND CONTROL ENGINEERING GMBH

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17177231

A computer-implemented method for creating a virtual vehicle environment includes: receiving data of a real vehicle environment; generating a first feature vector representing a respective real object by applying a second machine learning algorithm to the respective real object and storing the first feature vector; providing a plurality of stored second feature vectors representing synthetically generated objects; identifying a second feature vector having a greatest degree of similarity to the first feature vector; selecting the identified second feature vector and retrieving a stored synthetic object that is associated with the second feature vector and that corresponds to the real object or procedurally generating the synthetic object that corresponds to the real object, depending on the degree of similarity of the identified second feature vector to the first feature vector; and integrating the synthetic object into a predetermined virtual vehicle environment.

Machine learningVisionKnowledge representationPlanningAI hardwareG06V 10/774B60W 50/0205B60W 60/001G06F 18/22G06F 18/2431G06T 11/00G06V 10/758G06V 20/20+6 more

AI classification

Machine learning1.00
Vision1.00
Planning1.00
AI hardware0.94
Knowledge representation0.75
Natural language0.07
Evolutionary computation0.00
Speech0.00

Ownership

DSPACE DIGITAL SIGNAL PROCESSING AND CONTROL ENGINEERING GMBH

assignment · 552780976

Assignors

HENNING, STEFFEN, PUESCHL, THORSTEN, THURAU, MATTHIAS

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

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