Latest Research in Fire Detection and Safety Systems

36 research papers · 2026 median publication year

Top Research Topics in Fire Detection and Safety Systems

Highest-Cited Papers

  1. The Axiomatic Axiom
  2. A Large Scale Open-Source Image and Video Dataset for Robust Wildfire Detection and Classification
  3. Multi-Station IoT Architecture for Distributed Thermal Monitoring and Fuzzy Heat-Risk Screening
  4. WISE: A Lightweight, Weakly-Supervised Model for Onboard Fire Smoke Detection and Localization
  5. Design and Implementation of a Distributed Service-Oriented Architecture for Robotic Environmental Monitoring
  6. A context-calibrated framework based on uncrewed aerial vehicle imagery for power-line detectability and mitigation evaluation: a model system from Black-necked Crane wintering grounds on the Tibetan Plateau
  7. Multimodal Cultural Heritage Architectural Style Classification for Residential Buildings in the UAE Based on CLIP Embeddings and SVM
  8. A CFD Simulation Method for Vehicle Seat Heating and Ventilation Considering the Multilayer Seat Structure
  9. DGFRNet: Dual-guided feature refinement network for forest fire detection near transmission lines
  10. YOLO-FSD: A Deployment-Validation-Oriented Lightweight Fire Smoke Detection Network for Resource-Constrained ZYNQ7020 FPGA Edge Platforms
  11. Comparative Analysis of CNN and Transformer Architectures for Real-Time Fire and Smoke Detection
  12. A Simulated IoT Embedded System for Classroom Indoor Air Quality, Noise, and Lighting Monitoring: Architecture and Firmware Performance Analysis
  13. Neural-Based Cartographic Relief Shading for Alberta
  14. Lightweight Fire and Smoke Detection with YOLO11: A Two-Benchmark, Multi-Seed Study of Wise-IoU and GhostConv
  15. Automated monitoring and geometric quantification of mining-induced ground fissures via UAV imagery based on MDE-UNet
  16. Hybrid AI Model for Early Detection of Structural Irregularities in Earthquake-Resistant Architectural Design
  17. A Study on the Determination of Supply Airflow Rate and Temperature of VAV Terminal Unit Using CFD Simulation
  18. From sky to ground: Enabling autonomous vineyard traversal with UAV-derived navigation maps
  19. A Post-Training Channel Pruning Method Based on Grad-CAM and Its Application in Fire Detection
  20. Multimodal RGB-Infrared Combination for UAV-Based Wildfire Segmentation: A Comparative Study on FLAME3
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3

Fire Detection and Safety Systems

36 papers

Top Topics (10)

Fire Detection and Safety Systems10
Computer Vision and Pattern Recognition7
Air Quality Monitoring and Forecasting2
Infection Control and Ventilation2
Infrastructure Maintenance and Monitoring2
Philosophy and Theoretical Science1
Building Energy and Comfort Optimization1
Wildlife-Road Interactions and Conservation1
Geochemistry and Geologic Mapping1
Rock Mechanics and Modeling1

Top Publications (20)

1.The Axiomatic Axiom2.A Large Scale Open-Source Image and Video Dataset for Robust Wildfire Detection and Classification3.Multi-Station IoT Architecture for Distributed Thermal Monitoring and Fuzzy Heat-Risk Screening4.WISE: A Lightweight, Weakly-Supervised Model for Onboard Fire Smoke Detection and Localization5.Design and Implementation of a Distributed Service-Oriented Architecture for Robotic Environmental Monitoring6.A context-calibrated framework based on uncrewed aerial vehicle imagery for power-line detectability and mitigation evaluation: a model system from Black-necked Crane wintering grounds on the Tibetan Plateau7.Multimodal Cultural Heritage Architectural Style Classification for Residential Buildings in the UAE Based on CLIP Embeddings and SVM8.A CFD Simulation Method for Vehicle Seat Heating and Ventilation Considering the Multilayer Seat Structure9.DGFRNet: Dual-guided feature refinement network for forest fire detection near transmission lines10.YOLO-FSD: A Deployment-Validation-Oriented Lightweight Fire Smoke Detection Network for Resource-Constrained ZYNQ7020 FPGA Edge Platforms11.Comparative Analysis of CNN and Transformer Architectures for Real-Time Fire and Smoke Detection12.A Simulated IoT Embedded System for Classroom Indoor Air Quality, Noise, and Lighting Monitoring: Architecture and Firmware Performance Analysis13.Neural-Based Cartographic Relief Shading for Alberta14.Lightweight Fire and Smoke Detection with YOLO11: A Two-Benchmark, Multi-Seed Study of Wise-IoU and GhostConv15.Automated monitoring and geometric quantification of mining-induced ground fissures via UAV imagery based on MDE-UNet16.Hybrid AI Model for Early Detection of Structural Irregularities in Earthquake-Resistant Architectural Design17.A Study on the Determination of Supply Airflow Rate and Temperature of VAV Terminal Unit Using CFD Simulation18.From sky to ground: Enabling autonomous vineyard traversal with UAV-derived navigation maps19.A Post-Training Channel Pruning Method Based on Grad-CAM and Its Application in Fire Detection20.Multimodal RGB-Infrared Combination for UAV-Based Wildfire Segmentation: A Comparative Study on FLAME3
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.