Shutao Wang, Shujie Zhan, Shiyu Liu, Jingkun Zhang. Classification and Identification of Sex Hormones by Three-Dimensional Fluorescence Spectroscopy Combined with ICSO-SVM[J]. Acta Optica Sinica, 2021, 41(10): 1030004
- Acta Optica Sinica
- Vol. 41, Issue 10, 1030004 (2021)
Fig. 1. Flow chart of ICSO-SVM algorithm
Fig. 2. Fluorescence spectrum of methanol. (a) Three-dimensional fluorescence spectrum; (b) contour map of solution
Fig. 3. Fluorescence spectra of oestrone, estradiol, and estriol solutions. (a) Three-dimensional fluorescence spectra; (b) contour maps of solution
Fig. 4. Fluorescence spectra of different mixed solutions. (a) Three-dimensional fluorescence spectra; (b) contour maps of solution
Fig. 5. Fitness curves of two optimization algorithms. (a) ICSO-SVM fitness curve; (b) PSO-SVM fitness curve
Fig. 6. Sample classification results of two optimization algorithms. (a) ICSO-SVM sample classification; (b)PSO-SVM sample classification
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Table 1. Classification results of mixed hormone sample solution
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