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 …

A novel efficient video smoke detection algorithm using co-occurrence of local binary pattern variants

CE Prema, S Suresh, MN Krishnan, N Leema - Fire Technology, 2022 - Springer
Smoke detection is an advance caution to the unforeseen great damage events. Therefore, it
is required to identify the smoke in the course of initial stages for preventing fire events. A …

Edge intelligence-assisted smoke detection in foggy surveillance environments

K Muhammad, S Khan, V Palade… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Smoke detection in foggy surveillance environments is a challenging task and plays a key
role in disaster management for industrial systems. The current smoke detection methods …

Convolutional neural network based early fire detection

F Saeed, A Paul, P Karthigaikumar… - Multimedia Tools and …, 2020 - Springer
The detection of manmade disasters particularly fire is valuable because it causes many
damages in terms of human lives. Research on fire detection using wireless sensor network …

Smoke detection based on deep convolutional neural networks

C Tao, J Zhang, P Wang - 2016 International conference on …, 2016 - ieeexplore.ieee.org
An effective smoke detection from visual scenes is crucial to avoid large scale fire around
the world. But it is still challenging due to its large variations in color, texture and shapes. To …