Video flame and smoke based fire detection algorithms: A literature review
This review is focused on video flame and smoke based fire detection algorithms for both
indoor and outdoor environments. It analyzes and discusses them in a taxonomical manner …
indoor and outdoor environments. It analyzes and discusses them in a taxonomical manner …
A survey of machine learning algorithms based forest fires prediction and detection systems
F Abid - Fire technology, 2021 - Springer
Forest fires are one of the major environmental concerns, each year millions of hectares are
destroyed over the world, causing economic and ecological damage as well as human lives …
destroyed over the world, causing economic and ecological damage as well as human lives …
A survey on technologies for automatic forest fire monitoring, detection, and fighting using unmanned aerial vehicles and remote sensing techniques
Because of their rapid maneuverability, extended operational range, and improved
personnel safety, unmanned aerial vehicles (UAVs) with vision-based systems have great …
personnel safety, unmanned aerial vehicles (UAVs) with vision-based systems have great …
Advancements in forest fire prevention: A comprehensive survey
Nowadays, the challenges related to technological and environmental development are
becoming increasingly complex. Among the environmentally significant issues, wildfires …
becoming increasingly complex. Among the environmentally significant issues, wildfires …
Video fire detection–review
This is a review article describing the recent developments in Video based Fire Detection
(VFD). Video surveillance cameras and computer vision methods are widely used in many …
(VFD). Video surveillance cameras and computer vision methods are widely used in many …
An efficient fire detection method based on multiscale feature extraction, implicit deep supervision and channel attention mechanism
S Li, Q Yan, P Liu - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Recent progress in vision-based fire detection is driven by convolutional neural networks.
However, the existing methods fail to achieve a good tradeoff among accuracy, model size …
However, the existing methods fail to achieve a good tradeoff among accuracy, model size …
Fire detection in video sequences using a generic color model
T Celik, H Demirel - Fire safety journal, 2009 - Elsevier
In this paper, a rule-based generic color model for flame pixel classification is proposed. The
proposed algorithm uses YCbCr color space to separate the luminance from the …
proposed algorithm uses YCbCr color space to separate the luminance from the …
Aerial images-based forest fire detection for firefighting using optical remote sensing techniques and unmanned aerial vehicles
Due to their fast response capability, low cost and without danger to personnel safety since
there is no human pilot on-board, unmanned aerial vehicles (UAVs) with vision-based …
there is no human pilot on-board, unmanned aerial vehicles (UAVs) with vision-based …
UAV-based forest fire detection and tracking using image processing techniques
In this paper, an unmanned aerial vehicle (UAV) based forest fire detection and tracking
method is proposed. Firstly, a brief illustration of UAV-based forest fire detection and tracking …
method is proposed. Firstly, a brief illustration of UAV-based forest fire detection and tracking …
Flame detection using deep learning
D Shen, X Chen, M Nguyen… - 2018 4th International …, 2018 - ieeexplore.ieee.org
Flame detection is an increasingly important issue in intelligent surveillance. In fire flame
detection, we need to extract visual features from video frames for training and test. Based …
detection, we need to extract visual features from video frames for training and test. Based …