Stable Signal Reconstruction via $\ell^1$-Minimization in Redundant, Non-Tight Frames
From MaRDI portal
Publication:4578367
DOI10.1109/TSP.2012.2222396zbMath1393.94254OpenAlexW1976018304MaRDI QIDQ4578367
Publication date: 22 August 2018
Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1109/tsp.2012.2222396
Nontrigonometric harmonic analysis involving wavelets and other special systems (42C40) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Application of orthogonal and other special functions (94A11)
Related Items (11)
One condition for solution uniqueness and robustness of both \(\ell_1\)-synthesis and \(\ell_1\)-analysis minimizations ⋮ Testable uniqueness conditions for empirical assessment of undersampling levels in total variation-regularized X-ray CT ⋮ Cosparsity in Compressed Sensing ⋮ Shearlet-based regularization in statistical inverse learning with an application to x-ray tomography ⋮ Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE ⋮ Guarantees of total variation minimization for signal recovery ⋮ Efficient regularization with wavelet sparsity constraints in photoacoustic tomography ⋮ Compressive time-of-flight 3D imaging using block-structured sensing matrices ⋮ Deep synthesis network for regularizing inverse problems ⋮ On uniqueness guarantees of solution in convex regularized linear inverse problems ⋮ Sparse Regularization of Inverse Problems by Operator-Adapted Frame Thresholding
This page was built for publication: Stable Signal Reconstruction via $\ell^1$-Minimization in Redundant, Non-Tight Frames
