• Spectroscopy and Spectral Analysis
  • Vol. 42, Issue 10, 3307 (2022)
Yun-you HU*, Liang XU1; *;, Han-yang XU1;, Xian-chun SHEN1;, Yong-feng SUN1;, Huan-yao XU1; 2;, Ya-song DENG1; 2;, Jian-guo LIU1;, and Wen-qing LIU1;
Author Affiliations
  • 1. Key Laboratory of Environmental Optics and Technology, Anhui Institute of Optics and Fine Mechanics, Hefei Institute of Physical Science, Chinese Academy of Sciences, Hefei 230031, China
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    DOI: 10.3964/j.issn.1000-0593(2022)10-3307-07 Cite this Article
    Yun-you HU, Liang XU, Han-yang XU, Xian-chun SHEN, Yong-feng SUN, Huan-yao XU, Ya-song DENG, Jian-guo LIU, Wen-qing LIU. Adaptive Matched Filter Detection for Leakage Gas Based on Multi-Frame Background[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3307 Copy Citation Text show less
    Schematic diagram of leaking gas AMF detection based on multi-frame background
    Fig. 1. Schematic diagram of leaking gas AMF detection based on multi-frame background
    Passive FTIR scanning remote sensing imaging system(a): Experimental setup; (b): Schematic diagram of 2D scanning; (c): Remote sensing imaging software for unorganized leakage
    Fig. 2. Passive FTIR scanning remote sensing imaging system
    (a): Experimental setup; (b): Schematic diagram of 2D scanning; (c): Remote sensing imaging software for unorganized leakage
    Measured SF6 transmittance spectrum
    Fig. 3. Measured SF6 transmittance spectrum
    Measured SF6 column concentration image
    Fig. 4. Measured SF6 column concentration image
    (a) The measured spectrum, the background spectrum and the residual spectrum; (b) The ratio of the sliding standard deviation spectrum of the difference spectrum to its mean value
    Fig. 5. (a) The measured spectrum, the background spectrum and the residual spectrum; (b) The ratio of the sliding standard deviation spectrum of the difference spectrum to its mean value
    (a) Comparison of AMF detection value and column concentration; (b) Comparison of ACE detection value and column concentration; (c) Comparison of ASD detection value and column concentration; (d) Comparison of OGLRT detection value and column concentration
    Fig. 6. (a) Comparison of AMF detection value and column concentration; (b) Comparison of ACE detection value and column concentration; (c) Comparison of ASD detection value and column concentration; (d) Comparison of OGLRT detection value and column concentration
    False color image with AMF detection information
    Fig. 7. False color image with AMF detection information
    (a) ROC curve of four detection methods; (b) the ROC curve of AMF detection with different number of target spectra added to the background space
    Fig. 8. (a) ROC curve of four detection methods; (b) the ROC curve of AMF detection with different number of target spectra added to the background space
    像元段AMFACEASDOGLRT
    全段0.9250.7640.7870.789
    1—500.9380.8250.8550.802
    51—1200.8340.7070.7180.892
    Table 1. The correlation between the column concentration curve and the detection value curve in Figure 6
    Yun-you HU, Liang XU, Han-yang XU, Xian-chun SHEN, Yong-feng SUN, Huan-yao XU, Ya-song DENG, Jian-guo LIU, Wen-qing LIU. Adaptive Matched Filter Detection for Leakage Gas Based on Multi-Frame Background[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3307
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