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- W3005200448 abstract "In this chapter, we introduce the general idea of inverse problems particularly with applications to imaging. We use two well-known imaging modalities namely electrical impedance and diffuse optical tomography to introduce and describe inverse problems involving PDEs. We also discuss the mathematical difficulties and challenges for image reconstruction in practice. We describe both deterministic and statistical regularization techniques including Gauss–Newton method, Bayesian inversion, and sparsity approaches to provide a broad exposure to the field." @default.
- W3005200448 created "2020-02-14" @default.
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- W3005200448 date "2020-01-01" @default.
- W3005200448 modified "2023-09-27" @default.
- W3005200448 title "Inverse Problems Involving PDEs with Applications to Imaging" @default.
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- W3005200448 doi "https://doi.org/10.1007/978-981-15-0928-5_9" @default.
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