Wildland fires negatively impact forest biodiversity and human lives. They also spread very
rapidly. Early detection of smoke and fires plays a crucial role in improving the efficiency of …

Forest fires have become increasingly prevalent and devastating in many regions
worldwide, posing significant threats to biodiversity, ecosystems, human settlements, and …

Forest fires are a global environmental problem that can cause significant damage to natural
resources and human lives. The increasing frequency and severity of forest fires have …

Fire is a major disaster in the world, and the fire detection system should accurately detect
the fire in the shortest time to reduce economic loss and ecological damage. Traditional …

The timely and precise detection of forest fires is critical for halting the spread of wildfires
and minimizing ecological and economic damage. However, the large variation in target …

Due to its wide monitoring range and low cost, visual-based fire detection technology is
commonly used for fire detection in open spaces. However, traditional fire detection …

Forest fires present a significant challenge to ecosystems, particularly due to factors like tree
cover that complicate fire detection tasks. While fire detection technologies, like YOLO, are …

Fire is one of the most serious disasters in the wild environment such as mountains and
jungles, which not only causes huge property damage, but also may lead to the destruction …

Forest fire is an ecological catastrophe with great damage and rapid spread, which inflicts
significant damage upon the ecological balance of the forests and poses a threat to human …

Forest resources safety is of paramount importance for natural and public security. Forest fire
detection methods have been attracted much attention recently, but the performance in …