Early fire detection and notification techniques provide fire prevention and safety information
to blind and visually impaired (BVI) people within a short period of time in emergency …

The growing aging population suffers from high levels of vision and cognitive impairment,
often resulting in a loss of independence. Such individuals must perform crucial everyday …

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

Accidental fire outbreak threatens people's life and property safety, and it is of great
significance to study fire detection and alarm early. The detection range of traditional fire …

Fire disasters are considered to be among the most harmful hazards, causing fatalities,
ecological and economic chaos, property damage, and they can even impact climate …

Accurate monitoring of fire and smoke plays an irreplaceable role in preventing fires and
safeguarding the safety of citizens' lives and property. The network structure of YOLOv5 is …

Currently, sensor-based systems for fire detection are widely used worldwide. Further
research has shown that camera-based fire detection systems achieve much better results …

Accurate fire identification can help to control fires. Traditional fire detection methods are
mainly based on temperature or smoke detectors. These detectors are susceptible to …

Fires in smart cities can have devastating consequences, causing damage to property, and
endangering the lives of citizens. Traditional fire detection methods have limitations in terms …

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 …