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Review of Advances in Fire Extinguishing Based on Computer Vision Applications: Methods, Challenges, and Future
Valentyna Loboichenko1,2, Grzegorz Wilk-Jakubowski3,4, Lukasz Pawlik5
1Departamento de Ingeniería Energética, Escuela Técnica Superior de Ingeniería, Universidad de Sevilla, Camino de los Descubrimientos s/n, 41092 Sevilla, Spain.
Computer vision significantly enhances fire suppression systems, from firefighting robots to automated detection and suppression. This review highlights advancements and future directions in computer vision for improved fire safety.
Area of Science:
- Computer Science
- Engineering
- Fire Safety
Background:
- Fire suppression technologies are evolving rapidly.
- Computer vision applications are increasingly integrated into these systems.
- Research spans firefighting robots, detection, and automated suppression.
Purpose of the Study:
- To examine the state-of-the-art in fire suppression technologies.
- To analyze the role of computer vision in this domain.
- To provide a comprehensive overview for researchers and practitioners.
Main Methods:
- Bibliographic analysis of scientific literature from the Scopus database.
- Utilized VOSviewer software for analysis.
- Employed a two-stage keyword analysis approach.
Main Results:
- Computer vision plays a crucial role in enhancing fire suppression efficiency and effectiveness.
- Key advances include sophisticated fire detection algorithms and automated systems.
- Research focuses on technical aspects, software, and hardware improvements for firefighting robots.
Conclusions:
- Computer vision is pivotal for advancing fire suppression technologies.
- Continuous innovation and interdisciplinary collaboration are essential for future progress.
- This review offers valuable insights into current technologies and applications in fire safety.
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