Search Results - "FIRE detectors"

An outdoor fire detection system for real-time monitoring.

Authors: Hakeem, Zahraa Shihab A. L.¹ (AUTHOR) zahraa.shihab@alzahraa.edu.iq

Source: AIP Conference Proceedings. 2025, Vol. 3350 Issue 1, p1-11. 11p.

Subject Terms: *FIRE detectors, *REAL-time computing, *MOTION analysis, *WAVELETS (Mathematics), *VIDEO recording equipment, *ANALYSIS of colors, *DETECTION algorithms, *STATISTICAL accuracy

Implementation of a smoke and fire detection system using YOLOv7.

Authors: Isamuddin, Aidel Azzahar Yeon, Ahmad Shakaff Ali Shukri, Muhamad Naqib Mohd et al.

Source: AIP Conference Proceedings. 2025, Vol. 3349 Issue 1, p1-8. 8p.

Subject Terms: *FIRE detectors, *IMAGE processing, *AEROSOLS, *ACQUISITION of data, *OBJECT recognition (Computer vision), *DETECTION algorithms, *REAL-time computing

Fire Prediction and Risk Identification With Interpretable Machine Learning.

Authors: Dai, Shan Zhang, Jiayu Huang, Zhelin et al.

Source: Journal of Forecasting. Aug2025, Vol. 44 Issue 5, p1699-1715. 17p.

Subject Terms: *TIME series analysis, *FORECASTING, MACHINE learning, FIRE detectors, FIRE prevention

BiLSTM-LN-SA: A Novel Integrated Model with Self-Attention for Multi-Sensor Fire Detection.

Authors: He, Zhaofeng Si, Yu Yang, Liyuan et al.

Source: Sensors (14248220). Oct2025, Vol. 25 Issue 20, p6451. 19p.

Subject Terms: *LONG short-term memory, *FIRE detectors, *MODEL validation, *DISTRIBUTED sensors, *MACHINE learning, *TIME series analysis

Edge-Based Autonomous Fire and Smoke Detection Using MobileNetV2.

Authors: Sharobiddinov, Dilshod Siddiqui, Hafeez Ur Rehman Saleem, Adil Ali et al.

Source: Sensors (14248220). Oct2025, Vol. 25 Issue 20, p6419. 16p.

Subject Terms: *FIRE detectors, *EDGE computing, *CONVOLUTIONAL neural networks, *REAL-time computing, *AUTONOMOUS robots, *DEEP learning, *WILDFIRE prevention

Contributions to the Development of Fire Detection and Intervention Capabilities Using an Indoor Air Quality IoT Monitoring System.

Authors: Pietraru, Radu Nicolae Olteanu, Adriana Nicolae, Maximilian et al.

Source: Sensors (14248220). Oct2025, Vol. 25 Issue 20, p6375. 24p.

Subject Terms: *FIRE detectors, *INTERNET of things, *GEOGRAPHIC spatial analysis, *DETECTORS, *EVALUATION methodology, *INDOOR air quality, *FIRE prevention

MERFire: towards label-free marine engine room fire detection and tracking.

Authors: Li, Hanlin Zheng, Ziwu Lin, Jinbiao

Source: Cyber-Physical Systems. Oct2025, Vol. 11 Issue 4, p446-470. 25p.

Subject Terms: *FIRE detectors, *DEEP learning, *COMPUTER vision, *DETECTION algorithms, *MARINE engineering, *HIDDEN Markov models, *MOTION analysis, *IMAGE segmentation

Dual-Path CSDETR: Cascade Stochastic Attention with Object-Centric Priors for High-Accuracy Fire Detection.

Authors: Yu, Dongxing Han, Bing Zhao, Xinyi et al.

Source: Sensors (14248220). Sep2025, Vol. 25 Issue 18, p5788. 14p.

Subject Terms: *FIRE detectors, *OBJECT recognition (Computer vision), *MACHINE learning, *STOCHASTIC models

Large-Space Fire Detection Technology: A Review of Conventional Detector Limitations and Image-Based Target Detection Techniques.

Authors: Deng, Li Wu, Siqi Zou, Shuang et al.

Source: Fire (2571-6255). Sep2025, Vol. 8 Issue 9, p358. 22p.

Subject Terms: *FIRE detectors, *IMAGE recognition (Computer vision), *OPTIMIZATION algorithms, *COMMERCIAL buildings, *AUTOMATIC target recognition

YOLOv11-CHBG: A Lightweight Fire Detection Model.

Authors: Jiang, Yushuang Liu, Peisheng Han, Yunping et al.

Source: Fire (2571-6255). Sep2025, Vol. 8 Issue 9, p338. 18p.

Subject Terms: *FIRE detectors, *DETECTION algorithms, *REAL-time computing, *FIRE alarms, *SAFETY

FM-Net: A New Method for Detecting Smoke and Flames.

Authors: Wang, Jingwu Yao, Yuan Huo, Yinuo et al.

Source: Sensors (14248220). Sep2025, Vol. 25 Issue 17, p5597. 20p.

Subject Terms: *FIRE detectors, *FEATURE extraction, *CONVOLUTIONAL neural networks, *AEROSOL analysis, *REAL-time computing

An Enhanced YOLOv8n-Based Method for Fire Detection in Complex Scenarios.

Authors: Zhao, Xuanyi Yu, Minrui Xu, Jiaxing et al.

Source: Sensors (14248220). Sep2025, Vol. 25 Issue 17, p5528. 32p.

Subject Terms: *FIRE detectors, *IMAGE enhancement (Imaging systems), *REAL-time computing, *ENVIRONMENTAL protection, *FLAME, *GENERATIVE adversarial networks, *OBJECT recognition (Computer vision)

Fire and smoke detection using two-stream spatiotemporal network.

Authors: Khan, Rafaqat Alam Bajwa, Usama Ijaz Raza, Rana Hammad et al.

Source: Neural Computing & Applications. Aug2025, Vol. 37 Issue 24, p19523-19547. 25p.

Subject Terms: *FIRE detectors, *DEEP learning, *FIRE risk assessment, *CONVOLUTIONAL neural networks, *MOTION analysis, *SCIENTIFIC observation, *SPATIOTEMPORAL processes

YOLO-GL for efficient multi-target detection in large FOV via hierarchical feature fusion.

Authors: Chen, Xinyu Dong, Chengjun Cui, Tong et al.

Source: Scientific Reports. 8/21/2025, Vol. 15 Issue 1, p1-16. 16p.

Subject Terms: *SAFETY, *FIRE detectors, *DETECTION algorithms, *CONSTRUCTION projects, *OBJECT recognition (Computer vision), *REAL-time computing

Visible‐Blind, Narrowband Sb2Se3 Photodiodes Based on Inverted Structure for Flame Detection.

Authors: Bai, Songxue Li, Ruiming Chen, Xin et al.

Source: Laser & Photonics Reviews. 8/7/2025, Vol. 19 Issue 15, p1-8. 8p.

Subject Terms: *FIRE detectors, *PHOTODETECTORS, *CHARGE transfer, *SPECTRAL sensitivity

FCMI-YOLO: An efficient deep learning-based algorithm for real-time fire detection on edge devices.

Authors: Lu, Junjie Zheng, Yuchen Guan, Liwei et al.

Source: PLoS ONE. 8/7/2025, Vol. 20 Issue 8, p1-27. 27p.

Subject Terms: *FIRE detectors, *DEEP learning, *RESOURCE allocation, *REAL-time computing, *SMART devices, *INTERNET of things, *COMPUTER vision, *ARTIFICIAL neural networks

Research on the Response Regularity of Smoke Fire Detectors Under Typical Interference Conditions in Ancient Buildings.

Authors: Xia, Yunfei Lei, Lei Zeng, Siyuan et al.

Source: Fire (2571-6255). Aug2025, Vol. 8 Issue 8, p315. 23p.

Subject Terms: *FIRE detectors, *ANCIENT architecture, *WATER vapor, *PREDICTION models, *WIND speed

Gardens Fire Detection Based on the Symmetrical SSS-YOLOv8 Network.

Authors: Liu, Bo Wang, Junhua An, Qing et al.

Source: Symmetry (20738994). Aug2025, Vol. 17 Issue 8, p1269. 23p.

Subject Terms: *FIRE detectors, *FEATURE extraction, *COMPUTER vision, *FIRE alarms

Sensor-Based Monitoring of Fire Precursors in Timber Wall and Ceiling Assemblies: Research Towards Smarter Embedded Detection Systems.

Authors: Prokupek, Kristian Ravikumar, Chandana Vcelak, Jan

Source: Sensors (14248220). Aug2025, Vol. 25 Issue 15, p4730. 17p.

Subject Terms: *FIRE detectors, *GAS detectors, *WOODEN-frame buildings, *FIRE prevention, *DISASTER resilience, *DETECTORS, *SUSTAINABLE construction

YOLO-MFD: Object Detection for Multi-Scenario Fires.

Authors: Mo, Fuchuan Liu, Shen Wu, Sitong et al.

Source: Information. Jul2025, Vol. 16 Issue 7, p620. 19p.

Subject Terms: *FIRE detectors, *FEATURE extraction, *FIREFIGHTING, *FLAME, *COMBUSTION, *SMOKE