The recent large-scale fire incidents on construction sites in South Korea have highlighted
the need for computer vision technology to detect fire risks before an actual occurrence of …

Authorities and policymakers in Korea have recently prioritized improving fire prevention
and emergency response. Governments seek to enhance community safety for residents by …

In the construction of new smart cities, traditional fire-detection systems can be replaced with
vision-based systems to establish fire safety in society using emerging technologies, such as …

To prevent fire accidents on construction site and improve the accuracy of fire detection, an
improved YOLOv3-tiny method (I-YOLOv3-tiny) is proposed in this paper. Although the …

Fire is difficult to achieve good performance in image detection using deep learning
because of its high irregularity. In particular, there is little data on fire detection in …

Automatic fire detection study is very important to prevent the risk of fire. Recently, most of
fire detection systems are included in unmanned surveillance system instead of using …

Fire is an unpredictable dangerous event to the environment and the public. It may cause
human and non-human belongings very rigorously. In recent days, many unpredictable …

Forests play a critical role in our everyday lives, they provide us with fresh air and clean
water and are home to a variety of plants and animals. Forests are also an important source …

It is well-established that contact fire sensors are susceptible to interference from non-fire
particles and cannot be applied to fire alarms in both large indoor and outdoor open spaces …

Open burning is the main factor contributing to the occurrence of wildfires in Thailand, which
every year result in forest fires and air pollution. Open burning has become the natural …