Smart fire-warning materials and sensors: Design principle, performances, and applications

LY Lv, CF Cao, YX Qu, GD Zhang, L Zhao… - Materials Science and …, 2022 - Elsevier
Fire safety and prevention of combustible materials are of paramount importance in modern
society but have been a global challenge. Frequent fire disasters cause massive casualties …

Video flame and smoke based fire detection algorithms: A literature review

A Gaur, A Singh, A Kumar, A Kumar, K Kapoor - Fire technology, 2020 - Springer
This review is focused on video flame and smoke based fire detection algorithms for both
indoor and outdoor environments. It analyzes and discusses them in a taxonomical manner …

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

L Huang, G Liu, Y Wang, H Yuan, T Chen - Engineering Applications of …, 2022 - Elsevier
Fire is one of the most frequent and common emergencies threatening public safety and
social development. Recently, intelligent fire detection technologies represented by …

Automated accurate fire detection system using ensemble pretrained residual network

S Dogan, PD Barua, H Kutlu, M Baygin, H Fujita… - Expert Systems with …, 2022 - Elsevier
Nowadays, fires have been commonly seen worldwide and especially forest fires are big
disasters for humanity. The prime objective of this work is to develop an accurate fire …

Video processing using deep learning techniques: A systematic literature review

V Sharma, M Gupta, A Kumar, D Mishra - IEEE Access, 2021 - ieeexplore.ieee.org
Studies show lots of advanced research on various data types such as image, speech, and
text using deep learning techniques, but nowadays, research on video processing is also an …

Machine vision based fire detection techniques: A survey

S Geetha, CS Abhishek, CS Akshayanat - Fire technology, 2021 - Springer
The risk of fires is ever increasing along with the boom of urban buildings. The current
methods of detecting fire with the use of smoke sensors with large areas, however poses an …

Fast stochastic configuration network based on an improved sparrow search algorithm for fire flame recognition

H Wu, A Zhang, Y Han, J Nan, K Li - Knowledge-Based Systems, 2022 - Elsevier
Flame image recognition is of great significance in the fire detection and prevention. In this
paper, in order to improve the accuracy of fire recognition, a fast stochastic configuration …

[PDF][PDF] A smart fire detection system using IoT technology with automatic water sprinkler.

H Alqourabah, A Muneer… - International Journal of …, 2021 - pdfs.semanticscholar.org
House combustion is one of the main concerns for builders, designers, and property
residents. Singular sensors were used for a long time in the event of detection of a fire, but …

Fire images classification based on a handcraft approach

H Harkat, JMP Nascimento, A Bernardino… - Expert Systems with …, 2023 - Elsevier
In recent years, wildfires and forest fires have ravaged millions of hectares of the forest all
over the world. Recent technological breakthroughs have increased interest in computer …

An adaptive Particle Swarm Optimization algorithm for fire source identification of the utility tunnel fire

X Liu, B Sun, ZD Xu, X Liu - Fire Safety Journal, 2021 - Elsevier
In order to overcome serious utility tunnel fires and minimize economic loss, it is essential to
establish an effective and practical method for finding the fire source. An adaptive Particle …