Multistage Real-Time Fire Detection Using Convolutional Neural Networks and Long Short-Term Memory Networks

Multistage Real-Time Fire Detection Using Convolutional Neural Networks and Long Short-Term Memory Networks

Fire is one of the most commonly occurring disasters and is the main cause of catastrophic personal injury and devastating property damage. An early detection system is necessary to prevent fires from spreading out of control. In this paper, we propose a multistage fire detection method using convol...

Full description

Bibliographic Details
Main Authors: Manh Dung Nguyen, Hoai Nam Vu, Duc Cuong Pham, Bokgil Choi, Soonghwan Ro
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Fire detection
convolutional neural network
ImageNet
long short-term memory
Online Access:https://ieeexplore.ieee.org/document/9584840/

Internet

https://ieeexplore.ieee.org/document/9584840/

Similar Items