Wildfires have emerged as one of the most destructive natural disasters worldwide, causing
catastrophic losses. These losses have underscored the urgent need to improve public …

Fire detection and extinguishing systems are critical for safeguarding lives and minimizing
property damage. These systems are especially vital in combating forest fires. In recent …

The early detection of wildfires is a crucial challenge in environmental monitoring, pivotal for
effective disaster management and ecological conservation. Traditional detection methods …

Wildfires, which are distinguished by their destructive nature and challenging suppression,
present a significant threat to ecological environments and socioeconomic systems. In order …

Wildland fires cause economic and ecological damage with devastating consequences,
including loss of life. To reduce these risks, numerous fire detection and recognition systems …

Wildfires cause severe consequences, including property loss, threats to human life,
damage to natural resources, biodiversity, and economic impacts. Consequently, numerous …

Nowadays, there is global consensus on the threats to forests and their crucial role in
mitigating global warming and its impact on Earth's biodiversity. Both private and public …

Accurate fire segmentation is crucial for emergency fire response. However, despite
structural advancements in deep learning-based fire segmentation frameworks, their heavy …

Background Forests are invaluable resources, and fire is a natural process that is
considered an integral part of the forest ecosystem. Although fire offers several ecological …

Fire detection employing vision sensors has drawn significant attention within the computer
vision community, primarily due to its practicality and utility. Previous research …