Optimized dual fire attention network and medium-scale fire classification benchmark

H Yar, T Hussain, M Agarwal, ZA Khan… - … on Image Processing, 2022 - ieeexplore.ieee.org
Vision-based fire detection systems have been significantly improved by deep models;
however, higher numbers of false alarms and a slow inference speed still hinder their …

[Retracted] Vision Sensor‐Based Real‐Time Fire Detection in Resource‐Constrained IoT Environments

H Yar, T Hussain, ZA Khan, D Koundal… - Computational …, 2021 - Wiley Online Library
Fire detection and management is very important to prevent social, ecological, and
economic damages. However, achieving real‐time fire detection with higher accuracy in an …

[HTML][HTML] Analysis of the fire risks and mitigation approaches in the apparel manufacturing industry: Implications toward operational safety and sustainability

MT Siraj, B Debnath, SB Payel, ABMM Bari… - Heliyon, 2023 - cell.com
Fire risks pose a substantial threat to the apparel manufacturing industry since they can lead
to immense property damage, potential loss of life, disruption of business operations, and …

Visual intelligence in smart cities: a lightweight deep learning model for fire detection in an IoT environment

M Nadeem, N Dilshad, NS Alghamdi, LM Dang… - Smart Cities, 2023 - mdpi.com
The recognition of fire at its early stages and stopping it from causing socioeconomic and
environmental disasters remains a demanding task. Despite the availability of convincing …

[HTML][HTML] Integration of Proactive Building Fire Risk Management in the Building Construction Sector: A Conceptual Framework to Understand the Existing Condition

U Barua, H Han, M Mojtahedi, MA Ansary - Buildings, 2024 - mdpi.com
In recent decades, the frequency and severity of building fires have increased with rapid
urbanization, particularly in high-rise buildings and high-building-density areas. Although …

A novel smoke detection algorithm based on improved mixed Gaussian and YOLOv5 for textile workshop environments

X Chen, Y Xue, Y Zhu, R Ma - IET Image Processing, 2023 - Wiley Online Library
There are a lot of flammable materials in the textile workshop, and once a fire occurs, it will
cause property damage and casualties. At present, smoke detection in textile workshops …

Enhancing building performance of post-fire refurbished apparel manufacturing buildings in Sri Lanka

I Rathnayake, P Sridarran, M Abeynayake… - … Project and Asset …, 2023 - emerald.com
Purpose The creation of occupant satisfaction can be reached through the involvement of
building performance mandates (BPMs) while enhancing the functionality of buildings …

A Survey of Vision-based Fire Detection using Convolutional Neural Networks

GS Chen, T Chandarasupsang, X Luo… - … Conference on Big …, 2024 - ieeexplore.ieee.org
Fire can harm humans and animals and destroy the natural environment. Early and accurate
fire detection is crucial. However, detecting fire is very challenging due to its varying color …

[HTML][HTML] Factors Contributing to Increased Building Fire Incidents in Sri Lanka

NPJ Liyanapeli, A Bhaumik, UI Galappaththi… - Safety & Fire …, 2023 - cyberleninka.ru
Purpose: Despite the existence of established fire codes, the frequency of building fires in
Sri Lanka has been on the rise in recent years. The primary objective of building codes is to …

Safety Assessment Approach of Hazard and Operability (HAZOP) In A Power Plant Sector

A Suryadi, MCPA Islami… - Nusantara Science and …, 2023 - nstproceeding.com
In line with the current development of society, the need for electricity can be said to be a
primary need that must be met to support community activities, both for economic purposes …