Simple Summary In this research, we addressed the challenging task of brain tumor
detection in MRI scans using a large collection of brain tumor images. We demonstrated that …

Fire detection is a critical safety issue due to the major and irreversible consequences of fire,
from economic prejudices to loss of life. It is therefore of utmost importance to design …

Forest fires rank among the costliest and deadliest natural disasters globally. Identifying the
smoke generated by forest fires is pivotal in facilitating the prompt suppression of developing …

Global warming is raising the earth's temperature, and resulting in increased forest fire
events, especially in tropical regions with locations that are at high risk of wild and forest …

The real-time analysis of gas flares is one of the most challenging problems in the operation
of various combustion-involving industries, such as oil and gas refineries. Despite the crucial …

With the accelerated growth of the UAV industry, researchers are paying close attention to
the flight safety of UAVs. When a UAV loses its GPS signal or encounters unusual …

Forest fires pose severe challenges to forest management because of their unpredictability,
extensive harm, broad impact, and rescue complexities. Early smoke detection is pivotal for …

Wildland fires negatively impact forest biodiversity and human lives. They also spread very
rapidly. Early detection of smoke and fires plays a crucial role in improving the efficiency of …

Due to its wide monitoring range and low cost, visual-based fire detection technology is
commonly used for fire detection in open spaces. However, traditional fire detection …

This research addresses the problem of early detection of smoke and open fire on the
observed territory by unmanned aerial vehicles. We solve the tasks of improving the quality …