Early fire detection is very important for preventing forest fires. In this paper, a new image-
based fire detection algorithm, named as h-EfflcientDet, is proposed to complete the task of …

The layout of a city is complex, and indoor spaces have thousands of aspects that make
them susceptible to fire. If a fire breaks out, it is difficult to quell, so a fire in the city will cause …

The existing research on fire detection is basically based on a two-stage method, resulting in
slower detection speed, and the positioning accuracy is limited by the first-stage candidate …

Detecting and localizing standing dead trees (SDTs) is crucial for effective forest
management and conservation. Due to challenges posed by mountainous terrain and road …

Substantial natural environmental damage and economic losses are caused by fire. For this
problem, automatic fire-smoke detection and identification are needed. Fire-smoke detection …

There is a high risk of bushfire in spring and autumn, when the air is dry. Do not bring any
flammable substances, such as matches or cigarettes. Cooking or wood fires are permitted …

Forest fires have emerged as a significant threat to the environment, wildlife, and human
lives, necessitating the development of effective early detection systems for firefighting and …

Fire hazards bring great harm to human beings and nature. Advances in computer vision
technology have made it possible to detect fire early through surveillance videos. In recent …

Wildfire poses a significant threat and is considered a severe natural disaster, which
endangers forest resources, wildlife, and human livelihoods. In recent times, there has been …

An effective forest-fire response is critical for minimizing the losses caused by forest fires.
The purpose of this study is to construct a model for early fire detection and damage area …