Evidence map›Paper›PMID 41600424›Full record

ArticleSensors (Basel, Switzerland)2026

Enhancing User Experience in Virtual Reality Through Optical Flow Simplification with the Help of Physiological Measurements: Pilot Study.

Abdualrhman Abdalhadi, Nitin Koundal, Mahdiyeh Sadat Moosavi, Ruding Lou, Mohd Zuki Bin Yusoff, Frédéric Merienne, Naufal M Saad

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Abdualrhman AbdalhadiCentre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Malaysia.ORCID 0000-0002-6673-2330
Nitin KoundalCentre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Malaysia.
Mahdiyeh Sadat MoosaviLISPEN, Arts et Métiers Institute of Technology, 71100 Chalon Sur Saone, France.
Ruding LouLISPEN, Arts et Métiers Institute of Technology, 71100 Chalon Sur Saone, France.ORCID 0000-0002-4395-2154
Mohd Zuki Bin YusoffCentre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Malaysia.ORCID 0000-0001-9306-6655
Frédéric MerienneLISPEN, Arts et Métiers Institute of Technology, 71100 Chalon Sur Saone, France.
Naufal M SaadCentre for Intelligent Signal and Imaging Research (CISIR), Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Malaysia.ORCID 0000-0002-9770-4826

Funding

Le Grand Chalon 015ME0-371Universiti Teknologi Petronas 015MAO-050Yayasan UTP 015LC0-354
6 · The paper itself

Abstract

The use of virtual reality (VR) has made significant advancements, and now it is widely used across a range of applications. However, consumers' capacity to fully enjoy VR experiences continues to be limited by a chronic problem known as cybersickness (CS). This study explores the feasibility of mitigating CS through geometric scene simplification combined with electroencephalography (EEG)-based monitoring. According to the sensory conflict theory, this issue is caused by the discrepancy between the visually induced self-motion (VIMS) through immersive displays and the real motion the vestibular system detects. While prior mitigation strategies have largely relied on hardware modifications or visual field restrictions, this paper introduces a novel framework that integrates geometric scene simplification with EEG-based neurophysiological activity to reduce VIMS during VR immersion. The proposed framework combines EEG neurophysiology, allowing us to monitor users' brainwave activity and cognitive states during virtual immersion experience. The empirical evidence from our investigation shows a correlation between CS manifestation and neural activation in the parietal and temporal lobes. As an experiment with 15 subjects, statistical differences were significantly different with P= 0.001 and large effect size η2=0.28, while preliminary trends suggest lower neural activation during simplified scenes. Notably, a decrease in neural activation corresponding to reduced optic flow (OF) suggests that VR environment simplification may help attenuate CS symptoms, providing preliminary support for the proposed strategy.

Indexed as

Optic FlowVirtual RealityAdultElectroencephalographyFemaleHumansMalePilot ProjectsUser-Computer InterfaceYoung Adultcybersicknesselectroencephalographyoptical flowvirtual reality

Identifiers

PMID41600424
PMCPMC12845613

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.