AdaTL1: an adaptive non-convex sparse solver with applications to CT reconstruction and image denoising

KZ Najiya, CS Sastry - Inverse Problems, 2024 - iopscience.iop.org
Sparsity-promoting optimization techniques have, in recent years, gained prominence due to
the availability of efficient solvers and their capability to efficiently use inherent duplication …

TGV-regularized inversion of the Radon transform for photoacoustic tomography

K Bredies, R Nuster, R Watschinger - Biomedical Optics Express, 2020 - opg.optica.org
We propose and study a reconstruction method for photoacoustic tomography (PAT) based
on total generalized variation (TGV) regularization for the inversion of the slice-wise 2D …

A Preconditioning Approach To Optimizing Sensing Matrix For Improved Compressed Sensing CT Reconstruction

P Theeda, CM Ting, A Pal… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Compressed sensing (CS) exploiting inherent sparsity prior of signals has been proven
effective for sparse-view computed tomography (CT) image reconstruction from …

Analysis of general weights in weighted ℓ1− 2 minimization through applications

KZ Najiya, CS Sastry - Digital Signal Processing, 2023 - Elsevier
The weighted ℓ 1− 2 minimization has recently attracted some attention due to its capability
to deal with highly coherent matrices. Notwithstanding the availability of its stable recovery …

Interior reconstruction in tomography via prior support constrained compressed sensing

M Sonkar, KZ Najiya, CS Sastry - Journal of Inverse and Ill-posed …, 2023 - degruyter.com
Local reconstruction from localized projections attains importance in Computed Tomography
(CT). Several researchers addressed the local recovery (or interior) problem in different …

Sparsity-driven deterministic sampling strategy for coded aperture x-ray computed tomography

M Sonkar, P Sasmal, P Theeda… - … Science and Technology, 2021 - iopscience.iop.org
The sub-sampling strategies in x-ray computed tomography (CT) have gained importance
due to their practical relevance. In this direction of research, also known as coded aperture x …

A Comparative Study on Performances of Adaptive and Nonadaptive Sparse Solvers for Electrical Impedance Tomography

S Gulati, P Jampana, CS Sastry - International Conference on Computer …, 2023 - Springer
In electrical impedance tomography (EIT), one reconstructs the electric impedance of a part
of an object or human body from its surface measurements of voltages. Applications of EIT …

Nullspace Property for Optimality of Minimum Frame Angle Under Invertible Linear Operators

P Sasmal, P Theeda, P Jampana… - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
Frames with a large minimum angle between any two distinct frame vectors are desirable in
many present day applications. For a unit norm frame, the absolute value of the cosine of the …

[引用][C] Analysis of general weights in weighted ℓ1− 2 minimization through applications

SC Subrahmanya - 2023 - Elsevier Inc.