Keyword

total variation regularization

Description: A regularization method that penalizes total variation to stabilize inverse problems and preserve sharp features in reconstructed images.

Primary topic: Image and Signal Denoising Methods (29%)

OpenAlex ID: keywords/total-variation-regularization

Deep Convolutional Neural Network for Inverse Problems in Imaging

2017 · Kyong Hwan Jin, Michael T. McCann, et al. · IEEE Transactions on Image Processing · 2,523

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A New Alternating Minimization Algorithm for Total Variation Image Reconstruction

2008 · Yilun Wang, Junfeng Yang, et al. · SIAM Journal on Imaging Sciences · 1,973

An Iterative Regularization Method for Total Variation-Based Image Restoration

2005 · Stanley Osher, Martin Burger, et al. · Multiscale Modeling and Simulation · 1,772

A Duality Based Approach for Realtime TV-L 1 Optical Flow

2007 · C. Zach, T. Pock, et al. · Springer eBooks · 1,647

Variable Exponent, Linear Growth Functionals in Image Restoration

2006 · Yunmei Chen, Stacey Levine, et al. · SIAM Journal on Applied Mathematics · 1,630

Fast Image Recovery Using Variable Splitting and Constrained Optimization

2010 · Manya V Afonso, José M Bioucas-Dias, et al. · IEEE Transactions on Image Processing · 1,223

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Total variation blind deconvolution

1998 · T.F. Chan, Chiu-Kwong Wong · IEEE Transactions on Image Processing · 1,203

Image decomposition via the combination of sparse representations and a variational approach

2005 · J.-L. Starck, M. Elad, et al. · IEEE Transactions on Image Processing · 987

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

2010 · M V Afonso, José M Bioucas-Dias, et al. · IEEE Transactions on Image Processing · 944

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Learned Primal-Dual Reconstruction

2018 · Jonas Adler, Ozan Oktem · IEEE Transactions on Medical Imaging · 868

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Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint

2007 · Kai Tobias Block, Martin Uecker, et al. · Magnetic Resonance in Medicine · 824

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Material parameter estimation with terahertz time-domain spectroscopy

2001 · Timothy D. Dorney, Richard G. Baraniuk, et al. · Journal of the Optical Society of America A · 803

An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems

2011 · Manya V. Afonso, José M. Bioucas-dias, et al. · 783

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing

2012 · Marian-Daniel Iordache, José M. Bioucas-Dias, et al. · IEEE Transactions on Geoscience and Remote Sensing · 753

Focusing geophysical inversion images

1999 · Oleg Portniaguine, Michael S. Zhdanov · Geophysics · 709

Total variation based image restoration with free local constraints

2002 · L.I. Rudin, S. Osher · Proceedings - International Conference on Image Processing · 673

Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration

2015 · Wei He, Hongyan Zhang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 669

An efficient augmented Lagrangian method with applications to total variation minimization

2013 · Chengbo Li, Wotao Yin, et al. · Computational Optimization and Applications · 657

Aspects of Total Variation Regularized L 1 Function Approximation

2005 · Tony F. Chan, Selim Esedoglu · SIAM Journal on Applied Mathematics · 651

Fast, robust total variation-based reconstruction of noisy, blurred images

1998 · C.R. Vogel, M.E. Oman · IEEE Transactions on Image Processing · 601

Edge-preserving and scale-dependent properties of total variation regularization

2003 · David Strong, Tony Chan · Inverse Problems · 600

Hyperspectral Image Denoising Employing a Spectral–Spatial Adaptive Total Variation Model

2012 · Qiangqiang Yuan, Liangpei Zhang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 594

A Tutorial on Speckle Reduction in Synthetic Aperture Radar Images

2013 · Fabrizio Argenti, Alessandro Lapini, et al. · IEEE Geoscience and Remote Sensing Magazine · 560

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Linear and Nonlinear Inverse Problems with Practical Applications

2012 · Jennifer L. Mueller, Samuli Siltanen · Society for Industrial and Applied Mathematics eBooks · 531

A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration

2009 · Junfeng Yang, Wotao Yin, et al. · SIAM Journal on Imaging Sciences · 530

Works count: 7,296

Citation count: 130,800