A New Flame Detection Method Using Probability Model

2006 ◽  
Author(s):  
Jinhua Zhang ◽  
Jian Zhuang ◽  
Haifeng Du
Keyword(s):  
Detection Method ◽  
Probability Model ◽  
Flame Detection

Improved multi-scale flame detection method

2021 ◽  
Vol 36 (5) ◽  
pp. 751-759
Author(s):  
Yi-cheng HOU ◽  
◽  
Hui-qin WANG ◽  
Ke WANG
Keyword(s):  
Detection Method ◽  
Multi Scale ◽  
Flame Detection

scholarly journals Flame Detection Based on Deep Learning Using HSV Color Model and Corner Detection Algorithm

2021 ◽  
Vol 35 (2) ◽  
pp. 108-114
Author(s):  
Jin-Kyu Ryu ◽  
Dong-Kurl Kwak
Keyword(s):  
Deep Learning ◽  
Detection Method ◽  
Detection Algorithm ◽  
Corner Detection ◽  
Color Model ◽  
Actual Performance ◽  
Harris Corner ◽  
Hsv Color Model ◽  
Flame Detection ◽  
Harris Corner Detection

Recently, many image classification or object detection models that use deep learning techniques have been studied; however, in an actual performance evaluation, flame detection using these models may achieve low accuracy. Therefore, the flame detection method proposed in this study is image pre-processing with HSV color model conversion and the Harris corner detection algorithm. The application of the Harris corner detection method, which filters the output from the HSV color model, allows the corners to be detected around the flame owing to the rough texture characteristics of the flame image. These characteristics allow for the detection of a region of interest where multiple corners occur, and finally classify the flame status using deep learning-based convolutional neural network models. The flame detection of the proposed model in this study showed an accuracy of 97.5% and a precision of 97%.

Flame detection method for determining organic carbon in water

1972 ◽  
Vol 44 (4) ◽  
pp. 709-714 ◽  
Author(s):  
F. T. Eggertsen ◽  
F. H. Stross
Keyword(s):  
Organic Carbon ◽  
Detection Method ◽  
Flame Detection

scholarly journals Covariance matrix-based fire and flame detection method in video

2011 ◽  
Vol 23 (6) ◽  
pp. 1103-1113 ◽  
Author(s):  
Yusuf Hakan Habiboğlu ◽  
Osman Günay ◽  
A. Enis Çetin
Keyword(s):  
Covariance Matrix ◽  
Detection Method ◽  
Flame Detection

Improved micro-flame detection method for gas chromatography

2004 ◽  
Vol 519 (1) ◽  
pp. 121-128 ◽  
Author(s):  
Kevin B Thurbide ◽  
Taylor C Hayward
Keyword(s):  
Gas Chromatography ◽  
Detection Method ◽  
Flame Detection
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