Deep-learning-based image registration for nano-resolution tomographic reconstruction

Fu, T.; Zhang, K.; Wang, Y.; Li, J.; Zhang, J.; Yao, C.; He, Q.; Wang, S.; Huang, W.; Yuan, Q.; Pianetta, P.; Liu, Y.

doi:10.1107/S1600577521008481

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Figure 3
The reconstructed slice images and sinogram images of the gold particle sample. Reconstruction slice images results of projective images data with ground truth (a), without correction (b), with manual correction method (c), and with deep-learning-based correction method (d). (e)–(h) Sinogram images corresponding to the slice images (a)–(b). (i) Radar chart of images jitter distribution. (j) Radar chart of sample residual errors distribution.

JOURNAL OF
SYNCHROTRON
RADIATION

ISSN: 1600-5775

Volume 28| Part 6| November 2021| Pages 1909-1915

https://doi.org/10.1107/S1600577521008481

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