Flame Tracker: An image analysis program to measure flame characteristics

被引:14
作者
Carmignani, Luca [1 ]
机构
[1] Univ Calif Berkeley, Mech Engn Dept, Berkeley, CA 94720 USA
关键词
Combustion experiments; Flame spread; Image analysis; Video processing; COLOR SPACES; SPREAD; FUELS; FIRE;
D O I
10.1016/j.softx.2021.100791
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In combustion research, digital cameras offer a non-invasive way to record experiments. Image and video processing are powerful tools to extract information such as flame size, color, temperature, and their variations in time. The Flame Tracker is a Python-based image and video processing application that can be used for isolating a flame (or a luminous object) from the background on a frame by frame basis. The Flame Tracker has a Graphical User Interface (GUI) with video editing tools, such as trimming, cropping, and perspective correction, and a selection of three tracking methods. Two of these methods are automatic, in the sense that after the filtering parameters are set, the program applies them to the rest of the video without the need of further input, allowing the processing of a large number of images/frames. The program is open source, and structured in a way to be relatively easy to understand and modify, thus additional tracking methods could be implemented. The Flame Tracker is intended for the combustion research community to facilitate the video processing and the tracking of flame position, length, area, and spread rate variations in time. These tracking methods could potentially be applied to other research fields as well. (C) 2021 The Author. Published by Elsevier B.V.
引用
收藏
页数:6
相关论文
共 28 条
[1]  
Abramoff MD., 2004, BIOPHOTONICS INT, V11, P36, DOI DOI 10.1201/9781420005615.AX4
[2]  
[Anonymous], 2021, PYQT5
[3]   Measurement of instantaneous flame spread rate over solid fuels using image analysis [J].
Bhattacharjee, Subrata ;
Carmignani, Luca ;
Celniker, Gregory ;
Rhoades, Blake .
FIRE SAFETY JOURNAL, 2017, 91 :123-129
[4]  
Bradski G, 2000, DR DOBBS J, V25, P120
[5]  
Carmignani L, 2021, INT C ENV SYST
[6]   Concurrent-flow flame spread over thin discrete fuels in microgravity [J].
Carney, Ama ;
Li, Yanjun ;
Liao, Ya-Ting ;
Olson, Sandra ;
Ferkul, Paul .
COMBUSTION AND FLAME, 2021, 226 :211-221
[7]   Analysis of CH* concentration and flame heat release rate in laminar coflow diffusion flames under microgravity and normal gravity [J].
Giassi, Davide ;
Cao, Su ;
Bennett, Beth Anne V. ;
Stocker, Dennis P. ;
Takahashi, Fumiaki ;
Smooke, Mitchell D. ;
Long, Marshall B. .
COMBUSTION AND FLAME, 2016, 167 :198-206
[8]  
Horng WB, 2005, 2005 IEEE NETWORKING, SENSING AND CONTROL PROCEEDINGS, P100
[9]   Opposed flow flame spread over thermally thick solid fuels: buoyant flow suppression, stretch rate theory, and the regressive burning regime [J].
Hossain, Sarzina ;
Wichman, Indrek S. ;
Miller, Fletcher J. ;
Olson, Sandra L. .
COMBUSTION AND FLAME, 2020, 219 :57-69
[10]   Experimental study of flame spread over thermally-thin inclined fuel surface and controlling heat transfer mechanism under concurrent wind [J].
Huang, Yajun ;
Hu, Longhua ;
Ma, Yuxuan ;
Zhu, Nan ;
Chen, Yuhang ;
Wahlqvist, Jonathan ;
Mcnamee, Margaret ;
van Hees, Patrick .
INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2021, 165