Early stage smoke detection using image and video analysis is an important area of
research due to its enormous applications in mitigating fire hazards and ensuring …

Forest fire starts from the ignition point and spread outwards leaving behind only a burnt
area. It is a very common problem in tropical as well as in temperate forests of the country …

For a successful fire suppression, it is essential to detect and intervene forest fires as early
as possible. Fire lookout towers are crucial assets in detecting forest fires, in addition to …

In recent years, the Internet of Things (IoT) is growing rapidly and gaining ground in a variety
of fields. Such fields are environmental disasters, such as forest fires, that are becoming …

Wireless sensor networks constitute a powerful technology particularly suitable for
environmental monitoring. With regard to wildfires, they enable low-cost fine-grained …

The determination of the forest fires as quickly as possible and accurately their location is
very important for fighting forest fires. Therefore, fire watchtowers should be located on high …

Standard wildfire smoke detection systems detect fires using remote cameras located at
observation posts. Images from the cameras are analyzed using standard computer vision …

Sensors for early fire detection based on visual analysis have been under constant
development and improvement, especially during the last decade. However, there is still a …

This paper presents Wi-FLIP, a vision-enabled WSN node resulting from the integration of
FLIP-Q, a prototype vision chip, and Imotel, a commercial WSN platform. In Wi-FLIP, image …

Deep learning has contributed greatly to many successes in artificial intelligence in recent
years. Today, it is possible to train models that have thousands of layers and hundreds of …