• Acta Photonica Sinica
  • Vol. 42, Issue 1, 69 (2013)
TAN Kun1、*, YE Yuan-yuan1, and DU Pei-jun2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/gzxb20134201.0069 Cite this Article
    TAN Kun, YE Yuan-yuan, DU Pei-jun. Identification and Classification of Near-infrared Spectrum of Adulterated Wine Based on Support Vector Machine[J]. Acta Photonica Sinica, 2013, 42(1): 69 Copy Citation Text show less
    References

    [1] YAO Jie, YANG Qian, SUN Cai-yun, et al. Qualitative analysis of methanol in the forged wine using infrared spectrophotometer[J]. Chinese Journal of Spectroscopy Laboratory, 2000, 17(1): 35-37.

    [2] XU Zheng-hong, ZHANG Zhen-xia, WANG Jing, et al. Spectral characteristics of voltage sensitive dye di-4-ANEPPS in perfusates[J]. Acta Photonica Sinica, 2008, 37(3): 552-554.

    [3] WANG Zhi-ping, YANG Jian-feng, XUE Bin, et al. Using hyperspectral data for land cover identification and classification[J]. Acta Photonica Sinica, 2008, 37(3): 561-565.

    [4] WANG Le-xin, ZHAO Zhi-min, YAO Hong-bing, et al. Infrared absorption spectrum analysis and its application to blood[J]. Spectroscopy and Spectral Analysis, 2002, 22(6): 980-982.

    [5] WENG Xin-xin, LU Feng, WANG Chuan-xian, et al. Discriminating and quantifying potential adulteration in virgin olive oil by near-infrared spectroscopy with BP-ANN and PLS[J]. Spectroscopy and Spectral Analysis, 2009, 29(12): 3283-3287.

    [6] HAN Dong-hai, LU Chao, LIU Yi, et al. Identification of reconstructed milk in raw milk using near-infrared spectroscopy[J]. Spectroscopy and Spectral Analysis, 2007, 27(3): 465-468.

    [7] CHEN Lan-zhen, ZHAO Jing, YE Zhi-hua, et al. Determination of adulteration in honey using near-infrared spectroscopy[J]. Spectroscopy and Spectral Analysis, 2008, 28(11): 2565-2568.

    [8] LEON L, KELLY J D, DOWNEY G. Detection of apple juice adulteration using near-infrared transflectance spectroscopy[J]. Applied Spectroscopy, 2005, 59(5): 593-599.

    [9] PIZARRO C I, ESTEBAN-DIEZ I, GONZALEZ-SAIZ J M. Mixture resolution according to the percentage of robusta variety in order to detect adulteration in roasted coffee by near-infrared spectroscopy[J]. Analytical Chemical Acta, 2007, 585(2): 266-276.

    [10] PONTES M J C, SANTOS R B, ARAJO M C U, et al. Classification of distilled alcoholic beverages and verification of adulteration by near-infrared spectrometry[J]. Food Research International, 2006, 39(2): 182-189.

    [11] LUO Jian-cheng, ZHOU Cheng-hu, YANG Yan. ANN remote sensing classification model and its integration approach with Geo-knowledge[J]. Journal of Remote Sensing, 2001, 5(2): 122-129.

    [12] MA Huai-zhi, WU Qing-xiao, HAO Ying-ming. Steelmaking materials recognition based on lifting wavelet transform and SVM classification[J]. Computer Engineering Design, 2010, 31(18): 4093-4096.

    [13] VAPNIK V. The nature of statistical learning theory[M]. New York: Springer, 1995.

    [14] BAI Peng, LI Yan, ZHANG Bin, et al. Key technologies research of mixture gas infrared spectrum analysis based on SVM[J]. Acta Photonica Sinica, 2008, 37(3): 566-572.

    [15] TAN Kun, DU Pei-jun. Wavelet support vector machines based on reproducing kernel hilbert space for hyperspectral remote sensing image classification[J]. Acta Geodaetica et Cartographica Sinica, 2011, 40(2): 142-147.

    [17] CHEN Quan-sheng, ZHAO Jie-wen, ZHANG Hai-dong, et al. Identification of authenticity of tea with near-infrared spectroscopy based on support voctor machine[J]. Acta Optica Sinica, 2006, 26(6): 933-937.

    [18] CHU Xiao-li, YUAN Hong-fu, LU Wan-zhen, et al. Progress and application of spectral data pretreatment and wavelength selection methods in NIR analytical technique[J]. Progress in Chemistry, 2004, 16(4): 528-542.

    CLP Journals

    [1] XUE Gang, SONG Wenqi. Research on Feasibility of Rapid Determination of the Moisture Content in ABC Dry Chemical Using Near Infrared Spectroscopy[J]. Acta Photonica Sinica, 2013, 42(8): 908

    [2] FENG Fei, WANG Fu-bei, XIE Fei, WU Qiong-shui, ZENG Li-bo. Implementation of Spectral Overlap Resolution Based on Wavelet Transforms and Gaussian Fitting[J]. Acta Photonica Sinica, 2015, 44(6): 630001

    TAN Kun, YE Yuan-yuan, DU Pei-jun. Identification and Classification of Near-infrared Spectrum of Adulterated Wine Based on Support Vector Machine[J]. Acta Photonica Sinica, 2013, 42(1): 69
    Download Citation