Fire detection in video surveillances using convolutional neural networks and wavelet transform

• Published in: Engineering applications of artificial intelligence Vol. 110; p. 104737
• Main Authors: Huang, Lida, Liu, Gang, Wang, Yan, Yuan, Hongyong, Chen, Tao
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.04.2022
• Subjects: Computer vision; Convolutional neural networks; Fire detection; Wavelet analysis; Computer vision; Wavelet analysis; Convolutional neural networks; Fire detection

Fire is one of the most frequent and common emergencies threatening public safety and social development. Recently, intelligent fire detection technologies represented by convolutional neural networks (CNNs) have been widely concerned by academia and industry, substantially improving detection accur...