A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms
Wildfire is one of the most critical natural disasters that threaten wildlands and forest
resources. Traditional firefighting systems, which are based on ground crew inspection …
resources. Traditional firefighting systems, which are based on ground crew inspection …
Autonomous unmanned aerial vehicles in bushfire management: Challenges and opportunities
The intensity and frequency of bushfires have increased significantly, destroying property
and living species in recent years. Presently, unmanned aerial vehicle (UAV) technology …
and living species in recent years. Presently, unmanned aerial vehicle (UAV) technology …
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 …
[HTML][HTML] Fast forest fire smoke detection using MVMNet
Forest fires are a huge ecological hazard, and smoke is an early characteristic of forest fires.
Smoke is present only in a tiny region in images that are captured in the early stages of …
Smoke is present only in a tiny region in images that are captured in the early stages of …
A deep learning based forest fire detection approach using UAV and YOLOv3
Z Jiao, Y Zhang, J ** of these disasters require efficient tools, scientific …
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 …
A distributed control framework of multiple unmanned aerial vehicles for dynamic wildfire tracking
Wild-land fire fighting is a hazardous job. A key task for firefighters is to observe the “fire
front” to chart the progress of the fire and areas that will likely spread next. Lack of …
front” to chart the progress of the fire and areas that will likely spread next. Lack of …
Experimentally defined convolutional neural network architecture variants for non-temporal real-time fire detection
AJ Dunnings, TP Breckon - 2018 25th IEEE international …, 2018 - ieeexplore.ieee.org
In this work we investigate the automatic detection of fire pixel regions in video (or still)
imagery within real-time bounds without reliance on temporal scene information. As an …
imagery within real-time bounds without reliance on temporal scene information. As an …