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Virtual reality (VR) is an imminent trend in games, education, entertainment, military, and health applications, as the use of head-mounted displays is becoming accessible to the mass market. Virtual reality provides immersive experiences…

Human-Computer Interaction · Computer Science 2020-06-30 Thiago Porcino , Esteban Clua , Daniela Trevisan , Érick Rodrigues , Alexandre Silva

We are experiencing an upcoming trend of using head mounted display systems in games and serious games, which is likely to become an established practice in the near future. While these systems provide highly immersive experiences, many…

Human-Computer Interaction · Computer Science 2016-11-22 Thiago M. Porcino , Esteban W. Clua , Cristina N. Vasconcelos , Daniela Trevisan , Luis Valente

Virtual Reality (VR) sickness commonly known as cybersickness is one of the major problems for the comfortable use of VR systems. Researchers have proposed different approaches for predicting cybersickness from bio-physiological data (e.g.,…

Human-Computer Interaction · Computer Science 2021-08-17 Rifatul Islam , Kevin Desai , John Quarles

Virtual reality head-mounted displays (VR HMDs) have become a popular platform for gaming. However, simulator sickness (SS) is still an impediment to VR's wider adoption, particularly in gaming. It can induce strong discomfort and impair…

Human-Computer Interaction · Computer Science 2022-12-16 Hao Chen , Rongkai Shi , Diego Monteiro , Nilufar Baghaei , Hai-Ning Liang

Investigating cybersickness (CS) in virtual reality (VR) often requires significant resources to create the VR environment and manage other experiment-related aspects. Additionally, slight differences in VR content across studies can lead…

Human-Computer Interaction · Computer Science 2025-04-04 Nana Tian , Elif Kurtay , Dylan Vairoli , Adriano Viegas Milani , Ronan Boulic

Immersive virtual reality (VR) emerges as a promising research and clinical tool. However, several studies suggest that VR induced adverse symptoms and effects (VRISE) may undermine the health and safety standards, and the reliability of…

Human-Computer Interaction · Computer Science 2021-01-21 Panagiotis Kourtesis , Simona Collina , Leonidas A. A. Doumas , Sarah E. MacPherson

A plethora of recent research has proposed several automated methods based on machine learning (ML) and deep learning (DL) to detect cybersickness in Virtual reality (VR). However, these detection methods are perceived as computationally…

Machine Learning · Computer Science 2023-02-07 Ripan Kumar Kundu , Osama Yahia Elsaid , Prasad Calyam , Khaza Anuarul Hoque

Using virtual reality (VR) head-mounted displays (HMDs) can induce VR sickness. VR sickness can cause strong discomfort, decrease users' presence and enjoyment, especially in games, shorten the duration of the VR experience, and can even…

Human-Computer Interaction · Computer Science 2021-03-10 Rongkai Shi , Hai-Ning Liang , Yu Wu , Difeng Yu , Wenge Xu

Cybersickness is a common ailment associated with virtual reality (VR) user experiences. Several automated methods exist based on machine learning (ML) and deep learning (DL) to detect cybersickness. However, most of these cybersickness…

Human-Computer Interaction · Computer Science 2023-02-08 Ripan Kumar Kundu , Rifatul Islam , John Quarles , Khaza Anuarul Hoque

With recent advances of Virtual Reality (VR) technology, the deployment of such will dramatically increase in non-entertainment environments, such as professional education and training, manufacturing, service, or low frequency/high risk…

Human-Computer Interaction · Computer Science 2019-12-09 Arian Mehrfard , Javad Fotouhi , Giacomo Taylor , Tess Forster , Nassir Navab , Bernhard Fuerst

Background: Given that VR is applied in multiple domains, understanding the effects of cyber-sickness on human cognition and motor skills and the factors contributing to cybersickness gains urgency. This study aimed to explore the…

Human-Computer Interaction · Computer Science 2024-02-05 Panagiotis Kourtesis , Agapi Papadopoulou , Petros Roussos

Despite the widespread adoption of Virtual Reality (VR) technology, cybersickness remains a barrier for some users. This research investigates head movement patterns as a novel physiological marker for cybersickness detection. Unlike…

Machine Learning · Computer Science 2024-02-28 Masoud Salehi , Nikoo Javadpour , Brietta Beisner , Mohammadamin Sanaei , Stephen B. Gilbert

Visual-vestibular conflicts (VVCs) are a primary contributor to visually induced motion sickness (VIMS) in head-mounted displays (HMDs). However, virtual reality (VR) comfort studies often rely on exposing seated or standing users to…

Human-Computer Interaction · Computer Science 2025-08-08 Samuel J. Levulis , Kevin W. Rio , Pablo Ramon Soria , James Wilmott , Charlie S. Burlingham , Phillip Guan

Despite the technological advancements in Virtual Reality (VR), users are constantly combating feelings of nausea and disorientation, the so called cybersickness. Cybersickness symptoms cause severe discomfort and hinder the immersive VR…

Human-Computer Interaction · Computer Science 2021-11-18 Iqra Arshad , Paulo De Mello , Martin Ender , Jason D. McEwen , Elisa R. Ferré

With the rapid advancement of virtual reality (VR) technology, its adoption across domains such as healthcare, education, and entertainment has grown significantly. However, the persistent issue of cybersickness, marked by symptoms…

Computer Vision and Pattern Recognition · Computer Science 2025-10-14 Jyotirmay Nag Setu , Kevin Desai , John Quarles

Recently, great progress has been made in virtual reality(VR) research and application. However, virtual reality faces a big problem since its appearance, i.e. discomfort (nausea, stomach awareness, etc). Discomfort can be relieved by…

Human-Computer Interaction · Computer Science 2019-04-01 Wei Qionghua , Wang Hui , Wei Qiang

The occurrence of cybersickness in virtual reality (VR) significantly impairs users' perception and sense of immersion. Therefore, timely detection of cybersickness and the application of appropriate intervention strategies are crucial for…

Human-Computer Interaction · Computer Science 2026-04-21 Yijun Wang , Mihai Bâce , Maria Torres Vega

Cybersickness is a drawback of virtual reality (VR), which also affects the cognitive and motor skills of the users. The Simulator Sickness Questionnaire (SSQ), and its variant, the Virtual Reality Sickness Questionnaire (VRSQ) are two…

Human-Computer Interaction · Computer Science 2023-01-31 Panagiotis Kourtesis , Josie Linnell , Rayaan Amir , Ferran Argelaguet , Sarah E. MacPherson

Cybersickness can be characterized by nausea, vertigo, headache, eye strain, and other discomforts when using virtual reality (VR) systems. The previously reported machine learning (ML) and deep learning (DL) algorithms for detecting…

Human-Computer Interaction · Computer Science 2022-09-13 Ripan Kumar Kundu , Rifatul Islam , Prasad Calyam , Khaza Anuarul Hoque

Virtual Reality (VR) is quickly establishing itself in various industries, including training, education, medicine, and entertainment, in which users are frequently required to carry out multiple complex cognitive and physical activities.…

Human-Computer Interaction · Computer Science 2024-09-12 Jyotirmay Nag Setu , Joshua M Le , Ripan Kumar Kundu , Barry Giesbrecht , Tobias Höllerer , Khaza Anuarul Hoque , Kevin Desai , John Quarles
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