Xiaobin Wang, Xiao Ma, Xincheng Wang. Infrared Spectral Pattern Recognition of Watercolor Pen Ink Based on Artificial Neural Network[J]. Laser & Optoelectronics Progress, 2020, 57(15): 153005
- Laser & Optoelectronics Progress
- Vol. 57, Issue 15, 153005 (2020)
Fig. 1. Compression results of infrared spectrum
Fig. 2. Structure of ANN
Fig. 3. Classification results and accuracy
Fig. 4. ROC curves. (a) Training set; (b) validation set; (c) test set; (d) total ROC curve of overall
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Table 1. XRMSE at different compression times
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Table 2. Characteristic wave numbers of different kinds of samplesunit: cm-1
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