One of the major responsibilities for forest police is forest fire prevention and forecasting;
therefore, accurate and timely fire detection is of great importance and significance. We …

Target detection technology based on unmanned aerial vehicle (UAV)-derived aerial
imagery has been widely applied in the field of forest fire patrol and rescue. However, due to …

Forests are the major source of oxygen that keep our ecosystem balanced. However, with
rapid economic development, the colossal threat of wildfire also enhances globally …

Sensor-based methods and vision-based methods with manual features selection have
been widely used in forest fire detection. However, they have limited detection areas and are …

Background Forests cover nearly one-third of the Earth's land and are some of our most
biodiverse ecosystems. Due to climate change, these essential habitats are endangered by …

To prevent fire accidents on construction site and improve the accuracy of fire detection, an
improved YOLOv3-tiny method (I-YOLOv3-tiny) is proposed in this paper. Although the …

Wildfires are one of the most expensive and lethal natural disasters on the planet, destroying
millions of hectares of forest resources and endangering the lives of people and animals …

Aim Fires are a serious threat to people's lives and property. Detecting fires quickly and
effectively and extinguishing them in the nascent stage is an effective way to reduce fire …

Fire detection by analyzing video and images from surveillance cameras is increasingly
being used as an early warning system. Fire detection using video surveillance as input is …

We are suffering direct and indirect damage from forest fires, and it is essential to detect
them early to reduce the damage. Existing forest fire detection methods used a method of …