FAST-DIP integrates input-adaptive sequential DIP with fractional-gradient sparsity regularization on z-direction gradients and provides an alternating minimization algorithm with convergence guarantees for improved 3D CT reconstruction.
Deep image prior plus sparsity prior: toward single-shot full-stokes spectropolarimetric imaging with a multiple- order retarder.Advanced Photonics Nexus, 2(3):036009–036009, 2023
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Fractional-gradient Sparsity with Autoencoding Sequential Deep Image Prior for 3D CT Reconstruction
FAST-DIP integrates input-adaptive sequential DIP with fractional-gradient sparsity regularization on z-direction gradients and provides an alternating minimization algorithm with convergence guarantees for improved 3D CT reconstruction.