[HTML][HTML] Ship-Fire net: an improved YOLOv8 algorithm for ship fire detection

Z Zhang, L Tan, RLK Tiong - Sensors, 2024 - mdpi.com
Ship fire may result in significant damage to its structure and large economic loss. Hence,
the prompt identification of fires is essential in order to provide prompt reactions and …

[HTML][HTML] Fire-YOLO: a small target object detection method for fire inspection

L Zhao, L Zhi, C Zhao, W Zheng - Sustainability, 2022 - mdpi.com
For the detection of small targets, fire-like and smoke-like targets in forest fire images, as
well as fire detection under different natural lights, an improved Fire-YOLO deep learning …

[HTML][HTML] Active fire detection using a novel convolutional neural network based on Himawari-8 satellite images

Z Hong, Z Tang, H Pan, Y Zhang, Z Zheng… - Frontiers in …, 2022 - frontiersin.org
Fire is an important ecosystem process and has played a complex role in terrestrial
ecosystems and the atmosphere environment. Sometimes, wildfires are highly destructive …

[PDF][PDF] A yolo based technique for early forest fire detection

S Goyal, M Shagill, A Kaur, H Vohra… - Int. J. Innov. Technol …, 2020 - researchgate.net
Forest fires, wildfires and bushfires are a global environmental problem that causes serious
damage each year. The most significant factors in the fight against forest fires involve …

A YOLOv7 Forest Fire Detection System with Edge Computing

L Wenzheng, W Jie - 2023 IEEE 13th International Conference …, 2023 - ieeexplore.ieee.org
Forest fires may cause serious human and economic losses, and it is also a key technology
linked to realizing forest intelligent fire detection and prevention. Therefore, the study of …

Video based forest fire and smoke detection using YoLo and CNN

S Madkar, DY Sakhare, KA Phutane… - … on Power, Energy …, 2022 - ieeexplore.ieee.org
Forest fire is a matter of concern as it affects our ecological cycle and incurs a huge
economical loss. There are various sensor-based systems built to detect fire at an early …

[HTML][HTML] Ffirenet: Deep learning based forest fire classification and detection in smart cities

S Khan, A Khan - Symmetry, 2022 - mdpi.com
Forests are a vital natural resource that directly influences the ecosystem. Recently, forest
fire has been a serious issue due to natural and man-made climate effects. For early forest …

A deep learning-based experiment on forest wildfire detection in machine vision course

L Wang, H Zhang, Y Zhang, K Hu, K An - IEEE Access, 2023 - ieeexplore.ieee.org
As an interdisciplinary course, Machine Vision combines AI and digital image processing
methods. This paper develops a comprehensive experiment on forest wildfire detection that …

FireFormer: an efficient Transformer to identify forest fire from surveillance cameras

Y Qiao, W Jiang, F Wang, G Su, X Li… - International journal of …, 2023 - CSIRO Publishing
Background. The effective identification model is crucial to realize the real-time monitoring
and early warning of forest fires from surveillance cameras. Aims. However, existing models …

[HTML][HTML] Real-time early indoor fire detection and localization on embedded platforms with fully convolutional one-stage object detection

Y Li, J Shang, M Yan, B Ding, J Zhong - Sustainability, 2023 - mdpi.com
Fire disasters usually cause significant damage to human lives and property. Thus, early fire
detection and localization in real time are crucial in minimizing fire disasters and reducing …