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 …

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 …

Smoke has semi-transparency property leading to highly complicated mixture of background
and smoke. Sparse or small smoke is visually inconspicuous, and its boundary is often …

Global warming impacted the rise of temperature globally, some of the places a high risk of
fire such as land and forest fire. Many efforts to prevent the occurrence of land and forest fire …

To obtain real-time performance on computation limited devices, we propose a lightweight
network for smoke segmentation. To enhance the ability of feature encoding, we first …

Smoke has large variances of visual appearances that are very adverse to visual
segmentation. Furthermore, its semi-transparency often produces highly complicated …

Forest fires are an important threat to humans and other living creatures, with the
development of satellite technology it can be constantly monitored and controlled. Presence …

Forests are essential natural resources that directly impact the ecosystem. However, the
rising frequency of forest fires due to natural and artificial climate change has become a …

A fire detection system requires accurate and fast mechanisms to make the right decision in
a fire situation. Since most commercial fire detection systems use a simple sensor, their fire …

Visual smoke segmentation is widely used for fire detection, simulation, human evacuation
and pollution monitoring. However, it is challenging to accurately separate smoke from a …