Dong-Sik Kwak

Deep Learning-Based Fire Detection System Using Image-Preprocessing Techniques on Thermal Imaging Data

Fires can spread rapidly within a short period of time, causing significant human casualties and property damage, thus necessitating early fire detection technologies. However, conventional sensor-based fire detection methods suffer from detection delays and false alarms and exhibit performance limitations under variou...