Immersive Fire Training with Live Expert Support and Embodied Interaction with Real Extintor

In this paper, we developed an immersive training environment for mastering the use of a fire extinguisher, with the possibility of receiving live feedback from a remote expert. To facilitate communication and knowledge sharing between trainees and remote experts, we provide bidirectional audio and event synchronization. As additional novel features, we allow the user to see and interact with their own body and real fire extinguisher using deep learning and color-based semantic segmentation. We also allow the expert to monitor the trainee by rendering a 2D video of their egocentric view. Preliminary results show the benefit of receiving live feedback and the potential of using a real fire extinguisher.

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Publication Details

Published
2025-03-08
DOI
https://doi.org/10.1109/vrw66409.2025.00374
Citations
1
Primary Topic
Evacuation and Crowd Dynamics
Type
article
Field-Weighted Citation Impact
1.15
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article

Immersive Fire Training with Live Expert Support and Embodied Interaction with Real Extintor

B Gallego Rodríguez, Álvaro Villegas, Ester González-Sosa, Lucia Tallero
1 citations
Evacuation and Crowd Dynamics
1.15
article

Immersive Fire Training with Live Expert Support and Embodied Interaction with Real Extintor

B Gallego Rodríguez, Álvaro Villegas, Ester González-Sosa, Lucia Tallero
article en
1 citations

Abstract

In this paper, we developed an immersive training environment for mastering the use of a fire extinguisher, with the possibility of receiving live feedback from a remote expert. To facilitate communication and knowledge sharing between trainees and remote experts, we provide bidirectional audio and event synchronization. As additional novel features, we allow the user to see and interact with their own body and real fire extinguisher using deep learning and color-based semantic segmentation. We also allow the expert to monitor the trainee by rendering a 2D video of their egocentric view. Preliminary results show the benefit of receiving live feedback and the potential of using a real fire extinguisher.

Nokia (Finland) (FI)
Climate action
Openalex Percentile: Top 24%
Evacuation and Crowd Dynamics
1.15
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Immersive Fire Training with Live Expert Support and Embodied Interaction with Real Extintor — B Gallego Rodríguez, Álvaro Villegas, et al. · (2025) | TGRS Research Map | TGRS