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Prevention of Visually Induced Motion Sickness Based on Dynamic Real-Time Content-Aware Non-salient Area Blurring

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper proposes an innovative method for reducing the visually induced motion sickness (MS) occurred in a 3D immersive virtual environment (VE) by utilizing a flexible dynamic scene smoothing approach based on saliency analysis. A saliency model based on fully convolutional network (FCN) is first trained to establish the saliency map, then the probability maps representing the salient information and the non-salient information are combined to alter the field of view (FOV) by smoothing the non-salient area. An experiment is conducted to evaluate the performance of the proposed approach. The experimental data demonstrate that participants experiencing dynamic blurring VE reports a 50% reduction of the severity of MS symptom on average during the VR experience than the participants experiencing the control condition, which show that the proposed approach can be used to effectively prevent the visually induced MS in VR and support longer duration of users in VE.

源语言英语
主期刊名Adjunct Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2017
编辑Wolfgang Broll, Holger Regenbrecht, Gerd Bruder, Myriam Servieres, Maki Sugimoto, J Edward Swan
出版商Institute of Electrical and Electronics Engineers Inc.
75-78
页数4
ISBN(电子版)9780769563275
DOI
出版状态已出版 - 27 10月 2017
活动16th Adjunct IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2017 - Nantes, 法国
期限: 9 10月 201713 10月 2017

丛书

姓名Adjunct Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2017

会议

会议16th Adjunct IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2017
国家/地区法国
Nantes
时期9/10/1713/10/17

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