Figure 4 | Scientific Reports

Figure 4

From: Reconstruction of incomplete X-ray diffraction pole figures of oligocrystalline materials using deep learning

Figure 4

Comparison of reconstructions with different maximum tilt angles for the same 211 lattice plane pole plot as in Fig. 3. We plot the input sample inside of the gray circular boundary line. Outside this gray boundary, we plot the reconstruction by the corresponding reconstruction network. It is visible that given an input pole plot with \(\psi _{\textrm{max}}=40^\circ\), many artifacts and false poles are reconstructed. The reconstruction with \(\psi _{\textrm{max}}=50^\circ\) shows considerably less background noise. The further steps are without noticeable differences compared to the label. For the label, please refer to Fig. 3. All pole plots are min-max normalized.

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