Invention Grant
- Patent Title: Method for VR sickness assessment considering neural mismatch model and the apparatus thereof
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Application No.: US16700834Application Date: 2019-12-02
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Publication No.: US11699072B2Publication Date: 2023-07-11
- Inventor: YongMan Ro , Hak Gu Kim , Sangmin Lee
- Applicant: Korea Advanced Institute of Science and Technology
- Applicant Address: KR Daejeon
- Assignee: Korea Advanced Institute of Science and Technology
- Current Assignee: Korea Advanced Institute of Science and Technology
- Current Assignee Address: KR Daejeon
- Agency: Blank Rome LLP
- Priority: KR 20180160739 2018.12.13 KR 20190074925 2019.06.24
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06T19/00 ; G09B3/06 ; G06V20/20 ; G06F18/213 ; G06F18/214 ; G06N3/045 ; G06V10/82 ; G06V10/44

Abstract:
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.
Public/Granted literature
- US20200327408A1 METHOD FOR VR SICKNESS ASSESSMENT CONSIDERING NEURAL MISMATCH MODEL AND THE APPARATUS THEREOF Public/Granted day:2020-10-15
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