• Laser & Optoelectronics Progress
  • Vol. 54, Issue 9, 93001 (2017)
Wang Lijie1、2、*, Yang Yuyi1、2, Dai Min1、2, and Gao Wei3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    DOI: 10.3788/lop54.093001 Cite this Article Set citation alerts
    Wang Lijie, Yang Yuyi, Dai Min, Gao Wei. Near Infrared Spectral Pre-Processing Algorithm Based on Histogram Layering Mapping[J]. Laser & Optoelectronics Progress, 2017, 54(9): 93001 Copy Citation Text show less
    References

    [1] Wang Y W, Ding W, Kou L P, et al. A non-destructive method to assess freshness of raw bovine milk using FT-NIR spectroscopy[J]. Journal of Food Science and Technology, 2015, 52(8): 5305-5310.

    [2] Chu Xiaoli, Lu Wanzhen. Research and application progress of near infrared spectroscopy analytical technology in China in the past five years[J]. Spectroscopy and Spectral Analysis, 2014, 34(10): 2595-2605.

    [3] Fu Bo, Hu Yongxiang, Liu Rong, et al. Near-infrared measurement with medium concentration sample as reference[J]. Acta Optica Sinica, 2016, 36(2): 0230003.

    [4] Lu Wanzhen. Modern near infrared spectra analysis technology[M]. Beijing: China Petrochemical Press, 2000.

    [5] Andersson C A. Direct orthogonalization[J]. Chemometrics and Intelligent Laboratory Systems, 1999, 47(1): 51-63.

    [6] Fearn T. On orthogonal signal correction[J]. Chemometrics and Intelligent Laboratory Systems, 2000, 50(1): 47-52.

    [7] Li Yaping, Zhang Guangjun, Li Qingbo. Application of O2-PLS in experimental study on non-invasive measurement of blood glucose[J]. Acta Optica Sinica, 2010, 30(3): 854-860.

    [8] Lu Wanzhen, Yuan Hongfu, Chu Xiaoli. Near infrared spectrometer[M]. Beijing: Chemical Industry Press, 2010: 27-30.

    [9] Chu Xiaoli, Yuan Hongfu, Lu Wanzhen. Progress and application of spectral data pretreatment and wavelength selection methods in NIR analytical technique[J]. Progress in Chemistry, 2004,16(4): 528-542.

    [10] Wang L J, Zhou Z, Qin Y, et al. Analysis of data mining method for near infrared spectral data of dairy products based orthogonality[C]. International Conference of Electronic Engineering and Information Science, 2014, 981: 641-646.

    [11] Gonzalez R C, Woods R E. Digital image processing[M]. Ruan Qiuqi, Transl. 2nd ed. Beijing: Publishing House of Electronics Industry, 2007: 70-84.

    [12] Lim J, Kim G, Mo C, et al. Detection of melamine in milk powders using near-infrared hyperspectral imaging combined with regression coefficient of partial least square regression model[J]. Talanta, 2016, 151: 183-191.

    [13] Yu Shimiao, Lu Wei, Liang Kun, et al. Study on prediction of germination rate of rice seeds using hyperspectral imaging combined with PCA and GRNN[J]. Laser & Optoelectronics Progress, 2015, 52(11): 113001.

    [14] Chen Wenfei. Research of image enhancement based on probability theory[D]. Wuhan: Wuhan University, 2011.

    [15] Nie Chao. Efficient image enhancement algorithm research based on histogram[D]. Hangzhou: Hangzhou Dianzi University, 2014: 27-29.

    [16] Liu Bo, Hu Zhengping, Wang Chengru. Multi-level interactive image enhancement algorithm based on fuzzy relaxation iterative procedure[J]. Optical Technique, 2009, 35(1): 131-134.

    [17] Wang Lijie. Research on rapid measuring method and system for milk constituents detecting by near infared spectrum[D]. Harbin: Harbin University of Science and Technology, 2006: 80-82.

    Wang Lijie, Yang Yuyi, Dai Min, Gao Wei. Near Infrared Spectral Pre-Processing Algorithm Based on Histogram Layering Mapping[J]. Laser & Optoelectronics Progress, 2017, 54(9): 93001
    Download Citation