[HTML][HTML] Using deep learning with thermal imaging for human detection in heavy smoke scenarios

PF Tsai, CH Liao, SM Yuan - Sensors, 2022 - mdpi.com
In this study, we propose using a thermal imaging camera (TIC) with a deep learning model
as an intelligent human detection approach during emergency evacuations in a low-visibility …

Firefighting robot stereo infrared vision and radar sensor fusion for imaging through smoke

JH Kim, JW Starr, BY Lattimer - Fire Technology, 2015 - Springer
Firefighting robots are actively being researched to reduce firefighter injuries and deaths as
well as increase their effectiveness on performing tasks. There has been difficulty in making …

Design and fabrication of an autonomous fire fighting robot with multisensor fire detection using PID controller

T Rakib, MAR Sarkar - 2016 5th International Conference on …, 2016 - ieeexplore.ieee.org
Recently, Multisensor Fire Detection System (MSFDS) is one of the important research
issues. Here, a fire fighter robot is fabricated providing extinguishment platform. The base of …

Real-time probabilistic classification of fire and smoke using thermal imagery for intelligent firefighting robot

JH Kim, BY Lattimer - Fire Safety Journal, 2015 - Elsevier
A real-time probabilistic classification method was developed for identifying fire, smoke, their
thermal reflections, and other objects in infrared images. This algorithm was formulated for …

Intelligent fire monitor for fire robot based on infrared image feedback control

J Zhu, W Li, D Lin, H Cheng, G Zhao - Fire Technology, 2020 - Springer
An infrared image-based feedback control system for intelligent fire monitor was proposed in
this paper, whose aims are to realize automatic aiming of the fire site and continuous fire …

Feature selection for intelligent firefighting robot classification of fire, smoke, and thermal reflections using thermal infrared images

JH Kim, S Jo, BY Lattimer - Journal of Sensors, 2016 - Wiley Online Library
Locating a fire inside of a structure that is not in the direct field of view of the robot has been
researched for intelligent firefighting robots. By classifying fire, smoke, and their thermal …

Is the frontier shifting into the right direction? A qualitative analysis of acceptance factors for novel firefighter information technologies

J Weidinger, S Schlauderer, S Overhage - Information Systems Frontiers, 2018 - Springer
The use of innovative information technologies such as unmanned aerial vehicles,
intelligent protective clothing, or digital plans is frequently pursued to improve the …

A fire reconnaissance robot based on SLAM position, thermal imaging technologies, and AR display

S Li, C Feng, Y Niu, L Shi, Z Wu, H Song - Sensors, 2019 - mdpi.com
Due to hot toxic smoke and unknown risks under fire conditions, detection and relevant
reconnaissance are significant in avoiding casualties. A fire reconnaissance robot was …

CeaseFire: the fire fighting robot

S Mittal, MK Rana, M Bhardwaj… - … on Advances in …, 2018 - ieeexplore.ieee.org
This paper presents CeaseFire-the firefighting robot developed to serve firefighting crews in
real-time situations. The development aims to reduce the risk to human lives during fire …

Autonomous fire suppression system for use in high and low visibility environments by visual servoing

JG McNeil, BY Lattimer - Fire technology, 2016 - Springer
An autonomous fire suppression system was developed for localized fire suppression in
high and low visibility environments. The system contains a multispectral sensor suite …