A fast method for simultaneous reconstruction and segmentation in X-ray CT application

DOI10.1080/17415977.2021.1999941OpenAlexW3211834385MaRDI QIDQ5861348

Chunlin Wu, Yiqiu Dong, Shi Yan

Publication date: 4 March 2022

Published in: Inverse Problems in Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2102.00250

zbMATH Keywords

inverse problemsalternating minimization methodsimultaneous reconstruction and segmentationX-ray CThidden Markov measure field models

Mathematics Subject Classification ID

Ill-posedness and regularization problems in numerical linear algebra (65F22) Numerical optimization and variational techniques (65K10)

Uses Software

• AIR tools
• TVR-DART

Cites Work

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• Nonlinear total variation based noise removal algorithms
• A Mumford-Shah level-set approach for the inversion and segmentation of SPECT/CT data
• A Mumford-Shah level-set approach for the inversion and segmentation of X-ray tomography data
• A first-order primal-dual algorithm for convex problems with applications to imaging
• AIR tools -- a MATLAB package of algebraic iterative reconstruction methods
• Advances in discrete tomography and its applications. Some papers based on the presentations at the workshop on discrete tomography and its applications, New York, NY, USA, June 13--15, 2005.
• Simultaneous tomographic reconstruction and segmentation with class priors
• Optimal approximations by piecewise smooth functions and associated variational problems
• Iterative Methods for Total Variation Denoising
• Joint image reconstruction and segmentation using the Potts model
• DART: A Practical Reconstruction Algorithm for Discrete Tomography
• A Weighted Dictionary Learning Model for Denoising Images Corrupted by Mixed Noise
• Enhancing joint reconstruction and segmentation with non-convex Bregman iteration
• The Radon Transform and Medical Imaging
• User-Friendly Simultaneous Tomographic Reconstruction and Segmentation with Class Priors
• Convergence of a block coordinate descent method for nondifferentiable minimization

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