Serious games in science education: a systematic literature

M Ullah, SU Amin, M Munsif, MM Yamin… - Virtual Reality & …, 2022 - Elsevier
Teaching science through computer games, simulations, and artificial intelligence (AI) is an
increasingly active research field. To this end, we conducted a systematic literature review …

Recent advances in sensors for fire detection

F Khan, Z Xu, J Sun, FM Khan, A Ahmed, Y Zhao - Sensors, 2022 - mdpi.com
Fire is indeed one of the major contributing factors to fatalities, property damage, and
economic disruption. A large number of fire incidents across the world cause devastation …

A modified YOLOv5 architecture for efficient fire detection in smart cities

H Yar, ZA Khan, FUM Ullah, W Ullah… - Expert Systems with …, 2023 - Elsevier
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 …

[HTML][HTML] Fast forest fire smoke detection using MVMNet

Y Hu, J Zhan, G Zhou, A Chen, W Cai, K Guo… - Knowledge-Based …, 2022 - Elsevier
Forest fires are a huge ecological hazard, and smoke is an early characteristic of forest fires.
Smoke is present only in a tiny region in images that are captured in the early stages of …

A label-relevance multi-direction interaction network with enhanced deformable convolution for forest smoke recognition

H Tao - Expert Systems with Applications, 2024 - Elsevier
Forest fires pose a significant threat to both the economy and ecology, causing extensive
damage. Smoke serves as a crucial indicator of forest fires, often appearing before the …

Optimized dual fire attention network and medium-scale fire classification benchmark

H Yar, T Hussain, M Agarwal, ZA Khan… - … on Image Processing, 2022 - ieeexplore.ieee.org
Vision-based fire detection systems have been significantly improved by deep models;
however, higher numbers of false alarms and a slow inference speed still hinder their …

A wildfire smoke detection system using unmanned aerial vehicle images based on the optimized YOLOv5

M Mukhiddinov, AB Abdusalomov, J Cho - Sensors, 2022 - mdpi.com
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 …

Sam-assisted remote sensing imagery semantic segmentation with object and boundary constraints

X Ma, Q Wu, X Zhao, X Zhang, MO Pun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic segmentation of remote sensing imagery plays a pivotal role in extracting precise
information for diverse downstream applications. Recent development of the segment …

A survey on vision-based outdoor smoke detection techniques for environmental safety

S Chaturvedi, P Khanna, A Ojha - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
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 …

An improved wildfire smoke detection based on YOLOv8 and UAV images

SN Saydirasulovich, M Mukhiddinov, O Djuraev… - Sensors, 2023 - mdpi.com
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 …