Le-hao ZHANG, Li ZHANG, Zhong-chen WU, Cheng-jin ZHANG, Zong-cheng LING, Liang HAN, Xue-qiang CAO. Quantitative Modeling for Earth Sample's LIBS Spectra of Curiosity Rover Based on Inception Network[J]. Acta Photonica Sinica, 2020, 49(6): 0630002
- Acta Photonica Sinica
- Vol. 49, Issue 6, 0630002 (2020)
Fig. 1. Distribution of sample content
Fig. 2. Distribution of 8 main components in standard samples
Fig. 3. Regular convolutional network structure
Fig. 4. Single inception module structure
Fig. 5. The corresponding one dimensional convolution kernel of two dimensional convolution kernel
Fig. 6. The curves of R eLU activation function compared with L eakyReLU activation function
Fig. 7. Inception model structure
Fig. 8. The bar map comparison of RMSEP and R 2 of three methods
Fig. 9. True-predictive value 1:1 comparison curves
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Table 1. The comparison of RMSEP and R2 of three methods
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