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Registered APPARATUS AND METHOD OF GENERATING MACHINE LEARNING-BASED CYBER SICKNESS PREDICTION MODEL FOR VIRTUAL REALITY CONTENT

VR 휴먼팩터 파라미터 제어 기반의 VR 멀미/피로도 정량적 조절 방법 및 그 장치
이미지 확대
Inventors
Son Wookho, Heeseok Oh, Lee Beom Ryeol, Nam Seung Woo
Application No.
16140210 (2018.09.24)
Publication No.
20190171280 (2019.06.06)
Registration No.
10725534 (2020.07.28)
Country
UNITED STATES
Project Code
17HS5800, Development of a method for regulating human-factor parameters for reducing VR-induced sickness, Son Wookho
Abstract
Disclosed is an apparatus and method of generating a VR sickness prediction model. A method of generating a VR sickness prediction model according to the present disclosure includes: displaying virtual reality content on a display unit; detecting first VR sickness information of a user who experiences the virtual reality content using a sensor; determining second VR sickness information using a user input that is input from the user in response to a request for inputting a degree of VR sickness for the virtual reality content; performing machine learning based on supervised learning using VR sickness-inducing factors for the virtual reality content, the first VR sickness information, and the second VR sickness information; and determining a correlation between the VR sickness-inducing factors and a list of VR sickness symptoms on a basis of the performed machine learning.
KSP Keywords
Learning-based, Machine learning based, Supervised Learning, User input, VR sickness, Virtual Reality(VR), machine Learning, prediction model
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패밀리 특허 목록
Status Patent Country KIPRIS
Registered 기계학습에 기반한 가상 현실 콘텐츠의 사이버 멀미도 예측 모델 생성 및 정량화 조절 장치 및 방법 KOREA KIPRIS