Fire is an abnormal event that can cause significant damage to lives and property within a
very short time. Furthermore, it is important to detect it as soon as it arises and prevent it from …

Flame detection is a key technical link to realize intelligent forest fire prevention and control.
However, the current fire detection methods generally have the problems of low detection …

Fire and smoke are hazardous environmental phenomena that pose significant risks to
safety and security, necessitating effective detection and monitoring systems. In this study, a …

Wildfire is one of the most significant dangers and the most serious natural catastrophe,
endangering forest resources, animal life, and the human economy. Recent years have …

Essential components of early fire warning systems include effective fire and smoke
detection mechanisms. Despite object detection-based technologies demonstrating …

Fire hazard has always been a major concern for mankind. To safeguard our lives and
assets from this threat, its precise detection is a prerequisite to initiate protective measures …

Background Extreme wildfires pose a serious threat to forest vegetation and human life
because they spread more rapidly and are more intense than conventional wildfires …

In order to effectively prevent the occurrence of fire accidents, this paper proposes an
improved algorithm for automatic identification of laboratory fire smoke based on GMM+ …

Since fires in uncontrolled environments pose serious risks to society and individuals, many
researchers have been investigating technologies for early detection of fires that occur in …

Timely and accurate flame detection is a very important and practical technology for
preventing the occurrence of fire accidents effectively. However, the current methods of …