Enhancing Electrical Impedance Tomography Reconstruction Using Learned Half-Quadratic Splitting Networks with Anderson Acceleration

Author:

Xu Guixian,Wang Huihui,Zhou QingpingORCID

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hunan Province

Publisher

Springer Science and Business Media LLC

Reference46 articles.

1. Adler, A., Holder, D.: Electrical Impedance Tomography: Methods, History and Applications. CRC Press, Boca Raton (2021)

2. Anderson, D.G.M.: Comments on “Anderson acceleration, mixing and extrapolation’’. Numer. Algorithms 80, 135–234 (2019)

3. Bollapragada, R., Scieur, D., d’Aspremont, A.: Nonlinear acceleration of momentum and primal-dual algorithms. Math. Program. 1, 1–38 (2022)

4. Boyd, S., Parikh, N., Chu, E., Peleato, B., Eckstein, J., et al.: Distributed optimization and statistical learning via the alternating direction method of multipliers. Found. Trends® Mach. Learn. 3(1), 1–122 (2011)

5. Chambolle, A., Pock, T.: A first-order primal-dual algorithm for convex problems with applications to imaging. J. Math. Imaging Vis. 40, 120–145 (2011)

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