METHOD FOR VR SICKNESS ASSESSMENT CONSIDERING NEURAL MISMATCH MODEL AND THE APPARATUS THEREOF

Patent №

US 11,699,072

Granted

2023-07-11

Filed 2019

Owner

KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16700834

A virtual reality (VR) sickness assessment method according to an embodiment includes receiving virtual reality content, and quantitatively evaluating virtual reality sickness for the received virtual reality content using a neural network based on a pre-trained neural mismatch model. The evaluating of the virtual reality sickness may include predicting an expected visual signal for an input visual signal of the virtual reality content based on the neural mismatch model, extracting a neural mismatch feature between the predicted expected visual signal based on the neural mismatch model and an input visual signal for a corresponding frame of the virtual reality content corresponding to the expected visual signal, and evaluating a level of the virtual reality sickness based on the neural mismatch model and the extracted neural mismatch feature.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 3/08G06F 18/213G06F 18/214G06N 3/044G06N 3/0442G06N 3/045G06N 3/0464G06N 3/047+10 more

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Vision1.00
Knowledge representation0.93
Natural language0.52
Evolutionary computation0.01
Speech0.00

Ownership

KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY

assignment · 511930292

Assignors

RO, YONGMAN, KIM, HAK GU, LEE, SANGMIN

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

From the same owner

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