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SIAM Journal on Imaging Sciences

Short Title: SIAM J. Imaging Sci.
Publisher: Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA
ISSN: 1936-4954/e
Online: http://epubs.siam.org/loi/sjisbi
Comments: Journal; Indexed cover-to-cover; Published electronic only as of Vol. 1 (2008).
Documents Indexed: 1,065 Publications (since 2008)
References Indexed: 657 Publications with 32,869 References.
all top 5

Authors

21 Ng, Michael Kwok-Po
19 Papanicolaou, George C.
17 Ammari, Habib
17 Garnier, Josselin
16 Schönlieb, Carola-Bibiane
14 Osher, Stanley Joel
14 Peyré, Gabriel
13 Lui, Lok Ming
13 Morel, Jean-Michel
13 Tsogka, Chrysoula
13 Zeng, Tie Yong
12 Borcea, Liliana
12 Yin, Wotao
11 Singer, Amit
10 Chan, Raymond Hon-Fu
10 Cremers, Daniel
10 Pereyra, Marcelo
10 Pock, Thomas
10 Unser, Michael A.
9 Haltmeier, Markus
9 Lou, Yifei
9 Steidl, Gabriele
8 Aujol, Jean-François
8 Delon, Julie
8 Lellmann, Jan
8 Papadakis, Nicolas
8 Shkolnisky, Yoel
8 Yuan, Xiaoming
8 Zhang, Xiaoqun
8 Zhao, Hongkai
7 Aubert, Gilles
7 Bertalmío, Marcelo
7 Blanc-Féraud, Laure
7 Bredies, Kristian
7 Elad, Michael
7 Kimmel, Ron
7 Möller, Michael
7 Shen, Zuowei
7 Tai, Xuecheng
7 Wang, Wei
7 Weiss, Pierre
6 Bertozzi, Andrea Louise
6 Buades, Antoni
6 Burger, Martin
6 Carin, Lawrence
6 Caselles Costa, Vicent
6 Chambolle, Antonin
6 Choi, Gary Pui-Tung
6 Desolneux, Agnès
6 Dong, Bin
6 Fadili, Jalal M.
6 Gousseau, Yann
6 Hintermüller, Michael
6 Ji, Hui
6 Pesquet, Jean-Christophe
6 Romberg, Justin K.
6 Scherzer, Otmar
6 Schnörr, Christoph
6 Starck, Jean-Luc
6 Xin, Jack X.
6 Yazici, Birsen
5 Almansa, Andrés
5 Baraniuk, Richard G.
5 Batard, Thomas
5 Bauer, Martin
5 Chan, Tony Fan-Cheong
5 Chang, Huibin
5 Chen, Xiaojun
5 Gilboa, Guy
5 Glowinski, Roland
5 Guo, Weihong
5 Holler, Martin
5 Jin, Bangti
5 Kang, Sung Ha
5 Klibanov, Michael V.
5 Kutyniok, Gitta
5 Le Guyader, Carole
5 Li, Fang
5 Milanfar, Peyman
5 Morigi, Serena
5 Moscoso, Miguel
5 Öktem, Ozan
5 Piana, Michele
5 Quinto, Eric Todd
5 Rumpf, Martin
5 Sgallari, Fiorella
5 Sølna, Knut
5 Storath, Martin
5 Tsynkov, Semyon V.
5 Ward, John Paul
5 Weinmann, Andreas
5 Yau, Shing-Tung
5 Ye, Jong Chul
5 Yezzi, Anthony jun.
5 Younes, Laurent
5 Yueh, Mei-Heng
4 Aghasi, Alireza
4 Alberti, Giovanni S.
4 Bergmann, Ronny
4 Betcke, Marta M.
...and 1,836 more Authors
all top 5

Fields

597 Numerical analysis (65-XX)
467 Information and communication theory, circuits (94-XX)
457 Computer science (68-XX)
222 Partial differential equations (35-XX)
211 Operations research, mathematical programming (90-XX)
207 Calculus of variations and optimal control; optimization (49-XX)
158 Statistics (62-XX)
147 Biology and other natural sciences (92-XX)
95 Optics, electromagnetic theory (78-XX)
45 Integral transforms, operational calculus (44-XX)
45 Differential geometry (53-XX)
44 Operator theory (47-XX)
42 Harmonic analysis on Euclidean spaces (42-XX)
38 Linear and multilinear algebra; matrix theory (15-XX)
36 Probability theory and stochastic processes (60-XX)
35 Global analysis, analysis on manifolds (58-XX)
35 Mechanics of deformable solids (74-XX)
28 Integral equations (45-XX)
16 Convex and discrete geometry (52-XX)
16 Geophysics (86-XX)
16 Systems theory; control (93-XX)
15 Approximations and expansions (41-XX)
14 Combinatorics (05-XX)
14 Functions of a complex variable (30-XX)
14 Functional analysis (46-XX)
11 Fluid mechanics (76-XX)
10 Real functions (26-XX)
9 Astronomy and astrophysics (85-XX)
8 Dynamical systems and ergodic theory (37-XX)
7 Measure and integration (28-XX)
7 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Potential theory (31-XX)
5 Special functions (33-XX)
5 Ordinary differential equations (34-XX)
5 General topology (54-XX)
4 Several complex variables and analytic spaces (32-XX)
3 Manifolds and cell complexes (57-XX)
3 Mechanics of particles and systems (70-XX)
3 Quantum theory (81-XX)
2 Algebraic geometry (14-XX)
2 Geometry (51-XX)
2 Classical thermodynamics, heat transfer (80-XX)
1 General and overarching topics; collections (00-XX)
1 Commutative algebra (13-XX)
1 Nonassociative rings and algebras (17-XX)
1 Topological groups, Lie groups (22-XX)
1 Difference and functional equations (39-XX)
1 Abstract harmonic analysis (43-XX)

Publications by Year

Citations contained in zbMATH Open

834 Publications have been cited 13,174 times in 6,745 Documents Cited by Year
A fast iterative shrinkage-thresholding algorithm for linear inverse problems. Zbl 1175.94009
Beck, Amir; Teboulle, Marc
2009
The split Bregman method for \(\ell_1\)-regularized problems. Zbl 1177.65088
Goldstein, Tom; Osher, Stanley
690
2009
Total generalized variation. Zbl 1195.49025
Bredies, Kristian; Kunisch, Karl; Pock, Thomas
329
2010
Bregman iterative algorithms for \(\ell_1\)-minimization with applications to compressed sensing. Zbl 1203.90153
Yin, Wotao; Osher, Stanley; Goldfarb, Donald; Darbon, Jerome
283
2008
A new alternating minimization algorithm for total variation image reconstruction. Zbl 1187.68665
Wang, Yilun; Yang, Junfeng; Yin, Wotao; Zhang, Yin
281
2008
Augmented Lagrangian method, dual methods, and split Bregman iteration for ROF, vectorial TV, and high order models. Zbl 1206.90245
Wu, Chunlin; Tai, Xue-Cheng
219
2010
A general framework for a class of first order primal-dual algorithms for convex optimization in imaging science. Zbl 1206.90117
Esser, Ernie; Zhang, Xiaoqun; Chan, Tony F.
209
2010
A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion. Zbl 1280.49042
Xu, Yangyang; Yin, Wotao
157
2013
iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094
Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas
143
2014
Convergence analysis of primal-dual algorithms for a saddle-point problem: from contraction perspective. Zbl 1250.90066
He, Bingsheng; Yuan, Xiaoming
133
2012
NESTA: A fast and accurate first-order method for sparse recovery. Zbl 1209.90265
Becker, Stephen; Bobin, Jérôme; Candès, Emmanuel J.
129
2011
Bregmanized nonlocal regularization for deconvolution and sparse reconstruction. Zbl 1191.94030
Zhang, Xiaoqun; Burger, Martin; Bresson, Xavier; Osher, Stanley
122
2010
Phase retrieval via matrix completion. Zbl 1280.49052
Candès, Emmanuel J.; Eldar, Yonina C.; Strohmer, Thomas; Voroninski, Vladislav
121
2013
Fast alternating direction optimization methods. Zbl 1314.49019
Goldstein, Tom; O’Donoghue, Brendan; Setzer, Simon; Baraniuk, Richard
107
2014
Higher order positive semidefinite diffusion tensor imaging. Zbl 1197.92032
Qi, Liqun; Yu, Gaohang; Wu, Ed X.
100
2010
A generalized forward-backward splitting. Zbl 1296.47109
Raguet, Hugo; Fadili, Jalal; Peyré, Gabriel
90
2013
Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134
Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng
89
2015
New total variation method for multiplicative noise removal. Zbl 1187.68655
Huang, A. Yu-Mei; Ng, Michael K.; Wen, You-Wei
82
2009
Efficient reconstruction of piecewise constant images using nonsmooth nonconvex minimization. Zbl 1207.94017
Nikolova, Mila; Ng, Michael K.; Zhang, Shuqin; Ching, Wai-Ki
77
2008
Linearized Bregman iterations for frame-based image deblurring. Zbl 1175.94010
Cai, Jian-Feng; Osher, Stanley; Shen, Zuowei
71
2009
Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers. Zbl 1279.68322
Chan, Raymond H.; Tao, Min; Yuan, Xiaoming
67
2013
A nonlinear inverse scale space method for a convex multiplicative noise model. Zbl 1185.94018
Shi, Jianing; Osher, Stanley
67
2008
A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053
Kunisch, Karl; Pock, Thomas
65
2013
Cahn-Hilliard inpainting and a generalization for grayvalue images. Zbl 1180.49007
Burger, Martin; He, Lin; Schönlieb, Carola-Bibiane
64
2009
Smoothing nonlinear conjugate gradient method for image restoration using nonsmooth nonconvex minimization. Zbl 1200.65031
Chen, Xiaojun; Zhou, Weijun
64
2010
An accelerated linearized alternating direction method of multipliers. Zbl 1321.90105
Ouyang, Yuyuan; Chen, Yunmei; Lan, Guanghui; Pasiliao, Eduardo jun.
63
2015
A fast algorithm for Euler’s elastica model using augmented Lagrangian method. Zbl 1215.68262
Tai, Xue-Cheng; Hahn, Jooyoung; Chung, Ginmo Jason
63
2011
On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078
Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas
59
2015
Optimal transport with proximal splitting. Zbl 1295.90047
Papadakis, Nicolas; Peyré, Gabriel; Oudet, Edouard
59
2014
A fast algorithm for edge-preserving variational multichannel image restoration. Zbl 1181.68304
Yang, Junfeng; Yin, Wotao; Zhang, Yin; Wang, Yilun
55
2009
Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109
Pock, Thomas; Sabach, Shoham
53
2016
A convex approach to minimal partitions. Zbl 1256.49040
Chambolle, Antonin; Cremers, Daniel; Pock, Thomas
53
2012
Phase retrieval with polarization. Zbl 1304.49071
Alexeev, Boris; Bandeira, Afonso S.; Fickus, Matthew; Mixon, Dustin G.
52
2014
A two-stage image segmentation method using a convex variant of the Mumford-Shah model and thresholding. Zbl 1283.52011
Cai, Xiaohao; Chan, Raymond; Zeng, Tieyong
51
2013
A new convex optimization model for multiplicative noise and blur removal. Zbl 1296.65093
Zhao, Xi-Le; Wang, Fan; Ng, Michael K.
50
2014
A convex variational model for restoring blurred images with multiplicative noise. Zbl 1283.52012
Dong, Yiqiu; Zeng, Tieyong
49
2013
Convergence study on the symmetric version of ADMM with larger step sizes. Zbl 1381.90066
He, Bingsheng; Ma, Feng; Yuan, Xiaoming
49
2016
Image denoising using mean curvature of image surface. Zbl 1258.94021
Zhu, Wei; Chan, Tony
49
2012
Alternating direction method of multipliers for a class of nonconvex and nonsmooth problems with applications to background/foreground extraction. Zbl 1364.90278
Yang, Lei; Pong, Ting Kei; Chen, Xiaojun
47
2017
A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019
Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack
45
2015
A total fractional-order variation model for image restoration with nonhomogeneous boundary conditions and its numerical solution. Zbl 1327.62388
Zhang, Jianping; Chen, Ke
45
2015
Analysis and generalizations of the linearized Bregman method. Zbl 1211.68491
Yin, Wotao
45
2010
A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239
Esser, Ernie; Lou, Yifei; Xin, Jack
44
2013
On the \(p\)-Laplacian and \(\infty\)-Laplacian on graphs with applications in image and data processing. Zbl 1330.35488
Elmoataz, Abderrahim; Toutain, Matthieu; Tenbrinck, Daniel
43
2015
Total generalized variation in diffusion tensor imaging. Zbl 1322.94024
Valkonen, Tuomo; Bredies, Kristian; Knoll, Florian
43
2013
A new detail-preserving regularization scheme. Zbl 1299.65130
Guo, Weihong; Qin, Jing; Yin, Wotao
43
2014
The little engine that could: regularization by denoising (RED). Zbl 1401.62101
Romano, Yaniv; Elad, Michael; Milanfar, Peyman
43
2017
An efficient primal-dual method for \(L^1\)TV image restoration. Zbl 1187.68653
Dong, Yiqiu; Hintermüller, Michael; Neri, Marrick
43
2009
Three-dimensional structure determination from common lines in cryo-EM by eigenvectors and semidefinite programming. Zbl 1216.92045
Singer, A.; Shkolnisky, Y.
43
2011
Total variation regularization for manifold-valued data. Zbl 1309.65071
Weinmann, Andreas; Demaret, Laurent; Storath, Martin
42
2014
An MBO scheme on graphs for classification and image processing. Zbl 1279.68335
Merkurjev, Ekaterina; Kostić, Tijana; Bertozzi, Andrea L.
42
2013
A new geometric metric in the space of curves, and applications to tracking deforming objects by prediction and filtering. Zbl 1214.93033
Sundaramoorthi, Ganesh; Mennucci, Andrea; Soatto, Stefano; Yezzi, Anthony
41
2011
Stable image reconstruction using total variation minimization. Zbl 1370.94042
Needell, Deanna; Ward, Rachel
40
2013
Entropic approximation of Wasserstein gradient flows. Zbl 1335.90068
Peyré, Gabriel
39
2015
On the convergence of primal-dual hybrid gradient algorithm. Zbl 1308.90129
He, Bingsheng; You, Yanfei; Yuan, Xiaoming
38
2014
Alternating direction method for image inpainting in wavelet domains. Zbl 1234.68448
Chan, Raymond H.; Yang, Junfeng; Yuan, Xiaoming
38
2011
Characterization and analysis of edges using the continuous shearlet transform. Zbl 1175.42012
Guo, Kanghui; Labate, Demetrio
38
2009
A nonlocal Bayesian image denoising algorithm. Zbl 1279.68331
Lebrun, M.; Buades, A.; Morel, J. M.
37
2013
Global solutions of variational models with convex regularization. Zbl 1202.49031
Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin
37
2010
Multigrid algorithm for high order denoising. Zbl 1205.68474
Brito-Loeza, Carlos; Chen, Ke
37
2010
FLASH: Fast landmark aligned spherical harmonic parameterization for genus-0 closed brain surfaces. Zbl 1316.65028
Choi, Pui Tung; Lam, Ka Chun; Lui, Lok Ming
36
2015
Facial recognition using tensor-tensor decompositions. Zbl 1305.15061
Hao, Ning; Kilmer, Misha E.; Braman, Karen; Hoover, Randy C.
36
2013
Nonconvex TV\(^q\)-models in image restoration: analysis and a trust-region regularization-based superlinearly convergent solver. Zbl 1281.65033
Hintermüller, Michael; Wu, Tao
36
2013
Coherence pattern-guided compressive sensing with unresolved grids. Zbl 1250.65035
Fannjiang, Albert; Liao, Wenjing
36
2012
An efficient Neumann series-based algorithm for thermoacoustic and photoacoustic tomography with variable sound speed. Zbl 1279.94029
Qian, Jianliang; Stefanov, Plamen; Uhlmann, Gunther; Zhao, Hongkai
36
2011
Spectral decompositions using one-homogeneous functionals. Zbl 1361.35123
Burger, Martin; Gilboa, Guy; Moeller, Michael; Eckardt, Lina; Cremers, Daniel
35
2016
Multistatic imaging of extended targets. Zbl 1344.78023
Ammari, Habib; Garnier, Josselin; Kang, Hyeonbae; Lim, Mikyoung; Sølna, Knut
35
2012
A total variation spectral framework for scale and texture analysis. Zbl 1361.94014
Gilboa, Guy
32
2014
Linearly constrained non-Lipschitz optimization for image restoration. Zbl 1327.90299
Bian, Wei; Chen, Xiaojun
32
2015
Efficient Bayesian computation by proximal Markov chain Monte Carlo: when Langevin meets Moreau. Zbl 1401.65016
Durmus, Alain; Moulines, Éric; Pereyra, Marcelo
32
2018
A total variation model for retinex. Zbl 1215.65117
Ng, Michael K.; Wang, Wei
32
2011
Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection. Zbl 1361.94012
Deledalle, Charles-Alban; Vaiter, Samuel; Fadili, Jalal; Peyré, Gabriel
31
2014
Imaging with Kantorovich-Rubinstein discrepancy. Zbl 1308.49043
Lellmann, Jan; Lorenz, Dirk A.; Schönlieb, Carola; Valkonen, Tuomo
31
2014
A continuous exact \(\ell_0\) penalty (CEL0) for least squares regularized problem. Zbl 1325.65086
Soubies, Emmanuel; Blanc-Féraud, Laure; Aubert, Gilles
31
2015
Subspace correction methods for a class of nonsmooth and nonadditive convex variational problems with mixed \(L^1/L^2\) data-fidelity in image processing. Zbl 1279.68327
Hintermüller, Michael; Langer, Andreas
31
2013
Imaging by modification: numerical reconstruction of local conductivities from corresponding power density measurements. Zbl 1180.35549
Capdeboscq, Y.; Fehrenbach, J.; De Gournay, F.; Kavian, O.
31
2009
Imaging of buried objects from experimental backscattering time-dependent measurements using a globally convergent inverse algorithm. Zbl 1432.35259
Nguyen Trung Thành; Beilina, Larisa; Klibanov, Michael V.; Fiddy, Michael A.
30
2015
Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming. Zbl 1283.65057
Chen, Yannan; Dai, Yuhong; Han, Deren; Sun, Wenyu
30
2013
Teichmüller mapping (T-map) and its applications to landmark matching registration. (Teichmuller mapping (T-map) and its applications to landmark matching registration.) Zbl 1296.65028
Lui, Lok Ming; Lam, Ka Chun; Yau, Shing-Tung; Gu, Xianfeng
30
2014
Continuous multiclass labeling approaches and algorithms. Zbl 1231.90311
Lellmann, J.; Schnörr, C.
30
2011
Viewing angle classification of cryo-electron microscopy images using eigenvectors. Zbl 1216.92046
Singer, A.; Zhao, Z.; Shkolnisky, Y.; Hadani, R.
30
2011
Augmented \(\ell_1\) and nuclear-norm models with a globally linearly convergent algorithm. Zbl 1279.68329
Lai, Ming-Jun; Yin, Wotao
29
2013
A semismooth Newton method for nonlinear parameter identification problems with impulsive noise. Zbl 1250.65134
Clason, Christian; Jin, Bangti
29
2012
Compressive sensing by random convolution. Zbl 1176.94017
Romberg, Justin
29
2009
Viewing direction estimation in cryo-EM using synchronization. Zbl 1254.92058
Shkolnisky, Yoel; Singer, Amit
29
2012
Sparse signal reconstruction via iterative support detection. Zbl 1206.68340
Wang, Yilun; Yin, Wotao
29
2010
A time dependent variational approach to image restoration. Zbl 1380.94012
Bögelein, Verena; Duzaar, Frank; Marcellini, Paolo
28
2015
A fractional inpainting model based on the vector-valued Cahn-Hilliard equation. Zbl 1328.65214
Bosch, Jessica; Stoll, Martin
28
2015
Texture map and video compression using Beltrami representation. Zbl 1281.65036
Lui, Lok Ming; Lam, Ka Chun; Wong, Tsz Wai; Gu, Xianfeng
28
2013
The varifold representation of nonoriented shapes for diffeomorphic registration. Zbl 1279.68313
Charon, Nicolas; Trouvé, Alain
28
2013
Super-resolution of positive sources: the discrete setup. Zbl 1352.49041
Morgenshtern, Veniamin I.; Candès, Emmanuel J.
28
2016
Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021
Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu
28
2017
On infimal convolution of TV-type functionals and applications to video and image reconstruction. Zbl 1308.94019
Holler, Martin; Kunisch, Karl
27
2014
Landmark- and intensity-based registration with large deformations via quasi-conformal maps. Zbl 1309.65019
Lam, Ka Chun; Lui, Lok Ming
27
2014
Restoration of images corrupted by impulse noise and mixed Gaussian impulse noise using blind inpainting. Zbl 1281.65045
Yan, Ming
27
2013
Variational approach for restoring blurred images with Cauchy noise. Zbl 1343.94014
Sciacchitano, Federica; Dong, Yiqiu; Zeng, Tieyong
26
2015
A two-stage image segmentation method for blurry images with Poisson or multiplicative gamma noise. Zbl 1297.65066
Chan, Raymond; Yang, Hongfei; Zeng, Tieyong
26
2014
Tensor product complex tight framelets with increasing directionality. Zbl 1295.42023
Han, Bin; Zhao, Zhenpeng
26
2014
Discrete total variation: new definition and minimization. Zbl 1379.68330
Condat, Laurent
26
2017
A low patch-rank interpretation of texture. Zbl 1335.68287
Schaeffer, Hayden; Osher, Stanley
25
2013
Convexification numerical method for a coefficient inverse problem for the radiative transport equation. Zbl 07715420
Klibanov, Michael V.; Li, Jingzhi; Nguyen, Loc H.; Yang, Zhipeng
1
2023
Diffeomorphic registration using Sinkhorn divergences. Zbl 1518.49050
De Lara, Lucas; González-Sanz, Alberto; Loubes, Jean-Michel
1
2023
Waveform inversion with a data driven estimate of the internal wave. Zbl 1518.35665
Borcea, Liliana; Garnier, Josselin; Mamonov, Alexander V.; Zimmerling, Jörn
1
2023
Preconditioned plug-and-play ADMM with locally adjustable denoiser for image restoration. Zbl 07715433
Le Pendu, Mikael; Guillemot, Christine
1
2023
Approximate inversion of a class of generalized Radon transforms. Zbl 1517.65130
Ganster, Kevin; Rieder, Andreas
1
2023
Off-the-grid curve reconstruction through divergence regularization: an extreme point result. Zbl 1520.49023
Laville, Bastien; Blanc-Féraud, Laure; Aubert, Gilles
1
2023
Toward single particle reconstruction without particle picking: breaking the detection limit. Zbl 1517.94024
Bendory, Tamir; Boumal, Nicolas; Leeb, William; Levin, Eitan; Singer, Amit
1
2023
WPPNets and WPPFlows: the power of Wasserstein patch priors for superresolution. Zbl 1517.94016
Altekrüger, Fabian; Hertrich, Johannes
1
2023
Short communication: localized adversarial artifacts for compressed sensing MRI. Zbl 07754948
Alaifari, Rima; Alberti, Giovanni S.; Gauksson, Tandri
1
2023
Bayesian imaging using plug & play priors: when Langevin meets Tweedie. Zbl 1515.65144
Laumont, Rémi; De Bortoli, Valentin; Almansa, Andrés; Delon, Julie; Durmus, Alain; Pereyra, Marcelo
9
2022
Scheduled restart momentum for accelerated stochastic gradient descent. Zbl 1492.90132
Wang, Bao; Nguyen, Tan; Sun, Tao; Bertozzi, Andrea L.; Baraniuk, Richard G.; Osher, Stanley J.
3
2022
Bayesian imaging with data-driven priors encoded by neural networks. Zbl 1524.68422
Holden, Matthew; Pereyra, Marcelo; Zygalakis, Konstantinos C.
3
2022
Learnable empirical mode decomposition based on mathematical morphology. Zbl 1524.68327
Velasco-Forero, Santiago; Pagès, R.; Angulo, Jesus
2
2022
Efficient boosted DC algorithm for nonconvex image restoration with Rician noise. Zbl 1487.94032
Wu, Tingting; Gu, Xiaoyu; Li, Zeyu; Li, Zhi; Niu, Jianwei; Zeng, Tieyong
2
2022
Optimality conditions for bilevel imaging learning problems with total variation regularization. Zbl 1504.94012
De los Reyes, Juan Carlos; Villacís, David
2
2022
Patch-based image restoration using expectation propagation. Zbl 1483.94014
Yao, Dan; McLaughlin, Stephen; Altmann, Yoann
2
2022
A new variational model for shape graph registration with partial matching constraints. Zbl 1486.49065
Sukurdeep, Yashil; Bauer, Martin; Charon, Nicolas
2
2022
Accelerated optimization in the PDE framework: formulations for the manifold of diffeomorphisms. Zbl 1486.49009
Sundaramoorthi, Ganesh; Yezzi, Anthony; Benyamin, Minas
2
2022
Linear convergence of randomized Kaczmarz method for solving complex-valued phaseless equations. Zbl 1524.94042
Huang, Meng; Wang, Yang
2
2022
A fast averaged Kaczmarz iteration with convex penalty for inverse problems in Hilbert spaces. Zbl 1492.65151
Xia, Yuxin; Wang, Wei; Han, Bo
2
2022
Stable image reconstruction using transformed total variation minimization. Zbl 1492.94020
Huo, Limei; Chen, Wengu; Ge, Huanmin; Ng, Michael K.
2
2022
High-resolution, quantitative signal subspace imaging for synthetic aperture radar. Zbl 1498.35619
Kim, Arnold D.; Tsogka, Chrysoula
2
2022
Total variation-based reconstruction and phase retrieval for diffraction tomography. Zbl 1500.92044
Beinert, Robert; Quellmalz, Michael
2
2022
The linearized Hellinger-Kantorovich distance. Zbl 1481.49049
Cai, Tianji; Cheng, Junyi; Schmitzer, Bernhard; Thorpe, Matthew
1
2022
A variational inequality model for the construction of signals from inconsistent nonlinear equations. Zbl 1481.94051
Combettes, Patrick L.; Woodstock, Zev C.
1
2022
Hyperspectral super-resolution accounting for spectral variability: coupled tensor LL1-based recovery and blind unmixing of the unknown super-resolution image. Zbl 1524.68425
Prévost, Clémence; Borsoi, Ricardo A.; Usevich, Konstantin; Brie, David; Bermudez, José C. M.; Richard, Cédric
1
2022
Distributed stochastic inertial-accelerated methods with delayed derivatives for nonconvex problems. Zbl 1487.90508
Xu, Yangyang; Xu, Yibo; Yan, Yonggui; Chen, Jie
1
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Robust tensor completion: equivalent surrogates, error bounds, and algorithms. Zbl 1497.65080
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1
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Bilevel training schemes in imaging for total variation-type functionals with convex integrands. Zbl 1507.94010
Pagliari, Valerio; Papafitsoros, Kostas; Raiţă, Bogdan; Vikelis, Andreas
1
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A quantum information-based refoundation of color perception concepts. Zbl 1513.81010
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1
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Limits of accuracy for parameter estimation and localization in single-molecule microscopy via sequential Monte Carlo methods. Zbl 1483.92005
d’Avigneau, A. Marie; Singh, Sumeetpal S.; Ober, Raimund J.
1
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Diffusion bridges for stochastic Hamiltonian systems and shape evolutions. Zbl 1486.60098
Arnaudon, Alexis; van der Meulen, Frank; Schauer, Moritz; Sommer, Stefan
1
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Solving inverse problems by joint posterior maximization with autoencoding prior. Zbl 07567489
González, Mario; Almansa, Andrés; Tan, Pauline
1
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Imaging anisotropic conductivities from current densities. Zbl 1495.35214
Liu, Huan; Jin, Bangti; Lu, Xiliang
1
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A unifying framework for \(n\)-dimensional quasi-conformal mappings. Zbl 1492.65053
Zhang, Daoping; Choi, Gary P. T.; Zhang, Jianping; Lui, Lok Ming
1
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Model-centric data manifold: the data through the eyes of the model. Zbl 1523.68079
Grementieri, Luca; Fioresi, Rita
1
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A generalized primal-dual algorithm with improved convergence condition for saddle point problems. Zbl 1494.94009
He, Bingsheng; Ma, Feng; Xu, Shengjie; Yuan, Xiaoming
1
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Compressive learning for patch-based image denoising. Zbl 1505.94009
Shi, Hui; Traonmilin, Yann; Aujol, Jean-Francois
1
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Lifting the convex conjugate in Lagrangian relaxations: a tractable approach for continuous Markov random fields. Zbl 1502.90120
Bauermeister, Hartmut; Laude, Emanuel; Möllenhoff, Thomas; Moeller, Michael; Cremers, Daniel
1
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Multiscale approach for three-dimensional conformal image registration. Zbl 1496.65028
Han, Huan; Wang, Zhengping; Zhang, Yimin
1
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WARPd: a linearly convergent first-order primal-dual algorithm for inverse problems with approximate sharpness conditions. Zbl 1496.65074
Colbrook, Matthew J.
1
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An accelerated level-set method for inverse scattering problems. Zbl 1496.78007
Audibert, Lorenzo; Haddar, Houssem; Liu, Xiaoli
1
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Surface-localized transmission eigenstates, super-resolution imaging, and pseudo surface plasmon modes. Zbl 1478.35159
Chow, Yat Tin; Deng, Youjun; He, Youzi; Liu, Hongyu; Wang, Xianchao
19
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On learned operator correction in inverse problems. Zbl 1474.65182
Lunz, Sebastian; Hauptmann, Andreas; Tarvainen, Tanja; Schönlieb, Carola-Bibiane; Arridge, Simon
9
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Limited-angle CT reconstruction via the \(L_1/L_2\) minimization. Zbl 1474.92052
Wang, Chao; Tao, Min; Nagy, James G.; Lou, Yifei
9
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A characteristic function-based algorithm for geodesic active contours. Zbl 1524.68423
Ma, Jun; Wang, Dong; Wang, Xiao-Ping; Yang, Xiaoping
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Learning maximally monotone operators for image recovery. Zbl 1479.47058
Pesquet, Jean-Christophe; Repetti, Audrey; Terris, Matthieu; Wiaux, Yves
8
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Regularization by denoising via fixed-point projection (RED-PRO). Zbl 1474.94011
Cohen, Regev; Elad, Michael; Milanfar, Peyman
8
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A color elastica model for vector-valued image regularization. Zbl 07430639
Liu, Hao; Tai, Xue-Cheng; Kimmel, Ron; Glowinski, Roland
7
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Learning consistent discretizations of the total variation. Zbl 1477.49047
Chambolle, Antonin; Pock, Thomas
7
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Group sparse optimization for images recovery using capped folded concave functions. Zbl 1474.90507
Pan, Lili; Chen, Xiaojun
6
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Choose your path wisely: gradient descent in a Bregman distance framework. Zbl 1480.90197
Benning, Martin; Betcke, Marta M.; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane
6
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Color image restoration by saturation-value total variation regularization on vector bundles. Zbl 07430590
Wang, Wei; Ng, Michael K.
5
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Fast imaging of sources and scatterers in a stratified ocean waveguide. Zbl 07430592
Liu, Keji
4
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New restricted isometry property analysis for \(\ell_1-\ell_2\) minimization methods. Zbl 1474.94041
Ge, Huanmin; Chen, Wengu; Ng, Michael K.
4
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Strong solutions for PDE-based tomography by unsupervised learning. Zbl 07430588
Bar, Leah; Sochen, Nir
3
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Regularized Kaczmarz algorithms for tensor recovery. Zbl 1524.65129
Chen, Xuemei; Qin, Jing
3
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Robust CUR decomposition: theory and imaging applications. Zbl 07430663
Cai, HanQin; Hamm, Keaton; Huang, Longxiu; Needell, Deanna
3
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An acousto-electric inverse source problem. Zbl 1478.35241
Li, Wei; Schotland, John C.; Yang, Yang; Zhong, Yimin
3
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A stochastic proximal alternating minimization for nonsmooth and nonconvex optimization. Zbl 1479.90166
Driggs, Derek; Tang, Junqi; Liang, Jingwei; Davies, Mike; Schönlieb, Carola-Bibiane
3
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Multi-scale classification for electrosensing. Zbl 1479.35870
Baldassari, Lorenzo; Scapin, Andrea
2
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Deep neural networks for inverse problems with pseudodifferential operators: an application to limited-angle tomography. Zbl 1489.44003
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2
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A class of second-order geometric quasilinear hyperbolic PDEs and their application in imaging. Zbl 1478.35150
Dong, Guozhi; Hintermueller, Michael; Zhang, Ye
2
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Microlocal analysis of generalized Radon transforms from scattering tomography. Zbl 1489.44004
Webber, James W.; Quinto, Eric Todd
2
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A direct sampling method for the inversion of the Radon transform. Zbl 1485.44001
Chow, Yat Tin; Han, Fuqun; Zou, Jun
2
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Improved recovery guarantees and sampling strategies for TV minimization in compressive imaging. Zbl 1479.94008
Adcock, Ben; Dexter, Nick; Xu, Qinghong
2
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Simultaneous reconstruction of conductivity, boundary shape, and contact impedances in electrical impedance tomography. Zbl 1478.35231
Agnelli, Juan P.; Kolehmainen, Ville; Lassas, Matti J.; Ola, Petri; Siltanen, Samuli
2
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Learnable descent algorithm for nonsmooth nonconvex image reconstruction. Zbl 1474.90353
Chen, Yunmei; Liu, Hongcheng; Ye, Xiaojing; Zhang, Qingchao
2
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Convergent conformal energy minimization for the computation of disk parameterizations. Zbl 1482.65029
Kuo, Yueh-Cheng; Lin, Wen-Wei; Yueh, Mei-Heng; Yau, Shing-Tung
2
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Complex-valued imaging with total variation regularization: an application to full-waveform inversion in visco-acoustic media. Zbl 07430586
Aghamiry, Hossein S.; Gholami, Ali; Operto, Stéphane
1
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Determinantal point processes for image processing. Zbl 1474.60134
Launay, Claire; Desolneux, Agnès; Galerne, Bruno
1
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A coherent framework for learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data. Zbl 1474.62463
Chevallier, Juliette; Debavelaere, Vianney; Allassonnière, Stéphanie
1
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A penalty relaxation method for image processing using Euler’s elastica model. Zbl 1524.68421
He, Fang; Wang, Xiao; Chen, Xiaojun
1
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Recovering missing data in coherent diffraction imaging. Zbl 1479.94013
Barmherzig, David A.; Barnett, Alex H.; Epstein, Charles L.; Greengard, Leslie F.; Magland, Jeremy F.; Rachh, Manas
1
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Centering noisy images with application to cryo-EM. Zbl 07430638
Heimowitz, Ayelet; Sharon, Nir; Singer, Amit
1
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Multiscale hierarchical image decomposition and refinements: qualitative and quantitative results. Zbl 1523.94015
Li, Wen; Resmerita, Elena; Vese, Luminita A.
1
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Modes of homogeneous gradient flows. Zbl 1478.35163
Cohen, Ido; Azencot, Omri; Lifshits, Pavel; Gilboa, Guy
1
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A weighted difference of anisotropic and isotropic total variation for relaxed Mumford-Shah color and multiphase image segmentation. Zbl 1478.94016
Bui, Kevin; Park, Fredrick; Lou, Yifei; Xin, Jack
1
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Nonlinear power method for computing eigenvectors of proximal operators and neural networks. Zbl 1476.68244
Bungert, Leon; Hait-Fraenkel, Ester; Papadakis, Nicolas; Gilboa, Guy
1
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An inexact semismooth Newton method on Riemannian manifolds with application to duality-based total variation denoising. Zbl 1477.49042
Diepeveen, Willem; Lellmann, Jan
1
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Imaging in random media by two-point coherent interferometry. Zbl 1474.94009
Borcea, Liliana; Garnier, Josselin
1
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Shared prior learning of energy-based models for image reconstruction. Zbl 07430671
Pinetz, Thomas; Kobler, Erich; Pock, Thomas; Effland, Alexander
1
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A variational approach to additive image decomposition into structure, harmonic, and oscillatory components. Zbl 1478.65065
Huska, Martin; Kang, Sung H.; Lanza, Alessandro; Morigi, Serena
1
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DIP-VBTV: a color image restoration model combining a deep image prior and a vector bundle total variation. Zbl 1486.94009
Batard, Thomas; Haro, Gloria; Ballester, Coloma
1
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Convexification for a three-dimensional inverse scattering problem with the moving point source. Zbl 1445.35316
Vo Anh Khoa; Klibanov, Michael Victor; Nguyen, Loc Hoang
20
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Extended-sampling-Bayesian method for limited aperture inverse scattering problems. Zbl 1439.78007
Li, Zhaoxing; Deng, Zhiliang; Sun, Jiguang
16
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Parallelizable global conformal parameterization of simply-connected surfaces via partial welding. Zbl 1456.65014
Choi, Gary P. T.; Leung-Liu, Yusan; Gu, Xianfeng; Lui, Lok Ming
14
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Maximum likelihood estimation of regularization parameters in high-dimensional inverse problems: an empirical Bayesian approach. I: Methodology and experiments. Zbl 1457.94014
Fernandez Vidal, Ana; De Bortoli, Valentin; Pereyra, Marcelo; Durmus, Alain
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2020
Accelerating proximal Markov chain Monte Carlo by using an explicit stabilized method. Zbl 07218335
Pereyra, Marcelo; Mieles, Luis Vargas; Zygalakis, Konstantinos C.
13
2020
Maximum likelihood estimation of regularization parameters in high-dimensional inverse problems: an empirical Bayesian approach. II: Theoretical analysis. Zbl 1457.94011
De Bortoli, Valentin; Durmus, Alain; Pereyra, Marcelo; Fernandez Vidal, Ana
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2020
Simplifying transforms for general elastic metrics on the space of plane curves. Zbl 1480.68016
Needham, Tom; Kurtek, Sebastian
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2020
Microlocal analysis of a Compton tomography problem. Zbl 1457.94031
Webber, James W.; Quinto, Eric Todd
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2020
A Wasserstein-type distance in the space of Gaussian mixture models. Zbl 07218336
Delon, Julie; Desolneux, Agnès
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2020
Higher-order total directional variation: analysis. Zbl 1444.47020
Parisotto, Simone; Masnou, Simon; Schönlieb, Carola-Bibiane
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2020
Fixed point analysis of Douglas-Rachford splitting for ptychography and phase retrieval. Zbl 1461.65150
Fannjiang, Albert; Zhang, Zheqing
7
2020
Reduced order model approach to inverse scattering. Zbl 1441.65073
Borcea, Liliana; Druskin, Vladimir; Mamonov, Alexander V.; Zaslavsky, Mikhail; Zimmerling, Jörn
7
2020
Hypergraph clustering using a new Laplacian tensor with applications in image processing. Zbl 1451.05136
Chang, Jingya; Chen, Yannan; Qi, Liqun; Yan, Hong
6
2020
Relaxed Gauss-Newton methods with applications to electrical impedance tomography. Zbl 1465.65090
Jauhiainen, Jyrki; Kuusela, Petri; Seppänen, Aku; Valkonen, Tuomo
6
2020
Convergence of the time discrete metamorphosis model on Hadamard manifolds. Zbl 07196114
Effland, Alexander; Neumayer, Sebastian; Rumpf, Martin
6
2020
On decomposition models in imaging sciences and multi-time Hamilton-Jacobi partial differential equations. Zbl 1455.35051
Darbon, Jérôme; Meng, Tingwei
5
2020
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Cited by 8,706 Authors

60 Huang, Ting-Zhu
60 Osher, Stanley Joel
51 Schönlieb, Carola-Bibiane
47 Ammari, Habib
44 Ng, Michael Kwok-Po
44 Tai, Xuecheng
44 Zeng, Tie Yong
41 Steidl, Gabriele
39 Han, Deren
39 Zhao, Xile
38 Yin, Wotao
37 Qi, Liqun
37 Yuan, Xiaoming
35 Klibanov, Michael V.
35 Peyré, Gabriel
33 Shen, Zuowei
31 Boţ, Radu Ioan
31 Chen, Ke
31 Liu, Hongyu
31 Shehu, Yekini
30 Attouch, Hedy
30 Zhang, Xiaoqun
29 Burger, Martin
29 Han, Bo
29 Lui, Lok Ming
29 Shen, Lixin
28 Lou, Yifei
26 Haltmeier, Markus
26 Nguyen, Loc Hoang
26 Pock, Thomas
25 Fadili, Jalal M.
25 Garnier, Josselin
25 Wu, Boying
24 Kumam, Poom
24 Mewomo, Oluwatosin Temitope
24 Sgallari, Fiorella
24 Toh, Kim Chuan
23 Bredies, Kristian
23 Cai, Xingju
23 Chambolle, Antonin
23 Dong, Qiaoli
23 Scherzer, Otmar
23 Xu, Yangyang
22 Guo, Zhichang
22 Li, Jingzhi
22 Morigi, Serena
22 Singer, Amit
22 Valkonen, Tuomo
21 Dong, Bin
21 He, Hongjin
21 Lanza, Alessandro
21 Ma, Shiqian
21 Tran Dinh Quoc
21 Wu, Chunlin
20 Csetnek, Ernö Robert
20 Lv, Xiaoguang
20 Schnörr, Christoph
19 Borcea, Liliana
19 Cheng, Lizhi
19 Lu, Jian
19 Xu, Yuesheng
18 Bauer, Martin
18 Bertozzi, Andrea Louise
18 Cai, Jian-Feng
18 Chan, Raymond Hon-Fu
18 Cremers, Daniel
18 He, Bingsheng
18 Ji, Hui
18 Liu, Jun
18 Unser, Michael A.
18 Zhang, Bo
18 Zhu, Wei
17 Chen, Xiaojun
17 Duan, Yuping
17 Huang, Zheng-Hai
17 Jung, Miyoun
17 Ma, Tian-Hui
17 Öktem, Ozan
17 Pang, Zhifeng
17 Pereyra, Marcelo
17 Reichel, Lothar
17 Rumpf, Martin
17 Sun, Defeng
17 Zhang, Hui
16 Buccini, Alessandro
16 Chang, Huibin
16 Deng, Liangjian
16 Duits, Remco
16 Kang, Myungjoo
16 Kutyniok, Gitta
16 Labate, Demetrio
16 Laghrib, Amine
16 Liu, Xiaodong
16 Papadakis, Nicolas
16 Pesquet, Jean-Christophe
16 Wen, Zaiwen
16 Wu, Zhongming
15 Aujol, Jean-François
15 Bonettini, Silvia
15 Darbon, Jerome
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Cited in 528 Journals

532 SIAM Journal on Imaging Sciences
396 Inverse Problems
311 Journal of Mathematical Imaging and Vision
240 Journal of Scientific Computing
202 Inverse Problems and Imaging
171 Applied and Computational Harmonic Analysis
165 SIAM Journal on Optimization
155 Computational Optimization and Applications
133 Journal of Computational and Applied Mathematics
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123 Mathematical Programming. Series A. Series B
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24 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
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21 Journal of Differential Equations
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20 ETNA. Electronic Transactions on Numerical Analysis
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15 Automatica
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15 Abstract and Applied Analysis
14 The Annals of Applied Statistics
14 Mathematical Programming Computation
14 AIMS Mathematics
13 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
13 Neural Computation
13 Journal de Mathématiques Pures et Appliquées. Neuvième Série
13 Communications in Nonlinear Science and Numerical Simulation
13 Analysis and Applications (Singapore)
13 East Asian Journal on Applied Mathematics
12 Linear and Multilinear Algebra
12 Calcolo
12 Nonlinear Analysis. Real World Applications
12 Journal of Applied Mathematics and Computing
11 Archive for Rational Mechanics and Analysis
11 Computer Aided Geometric Design
11 Numerical Linear Algebra with Applications
11 Journal of Applied Mathematics
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