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Figure 1
A schematic overview of the proposed algorithm. (a) A raw image stack of typical XANES imaging data with significant image jittering and deformation. (b) The deep-learning-based image alignment method, including the forward generator of Cycle-GAN and optimized U-net. (c) A schematic illustration of the alignment XANES image stack. (d)–(g) A comparison of the stacked image and enlarged regions of interest before [panels (d) and (f)] and after [panels (e) and (g)] applying our registration method.

Journal logoJOURNAL OF
SYNCHROTRON
RADIATION
ISSN: 1600-5775
Volume 31| Part 2| March 2024| Pages 328-335
https://doi.org/10.1107/S1600577524000146
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