Fire-Front Recognition in UAV-Based Forest-Fire Monitoring System Using Fuzzy Rough Soft Sets
Volodymyr Sherstjuk, Maryna Zharikova · 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON) · 2019
This work describes a new method to recognize the forest-fire front based on uncertain observations in a forest fire-fighting monitoring system, which jointly uses UAVs and remote sensing. A method of the fire front representation based on soft fuzzy rough level sets is proposed, the required image processing and remote sensing algorithms are presented. The proposed method has acceptable computational complexity in a real-time forest fire response decision support system.