Fig. 5: Line profile and Q-value integration on experimental WAXD images.
From: A machine learning model for textured X-ray scattering and diffraction image denoising

Line profile was calculated along the black and white/zebra line segment shown in WAXD images. Q-value integration was performed within the red and blue zone shown in WAXD images. The intensity has been normalized, and the peak location and shape were preserved. Note how the network successfully recovered the peak shape from the noisy data.