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 Latest Issues 16, No. 4 (2023) 16, No. 3 (2023) 16, No. 2 (2023) 16, No. 1 (2023) 15, No. 4 (2022) 15, No. 3 (2022) 15, No. 2 (2022) 15, No. 1 (2022) 14, No. 4 (2021) 14, No. 3 (2021) 14, No. 2 (2021) 14, No. 1 (2021) 13, No. 4 (2020) 13, No. 3 (2020) 13, No. 2 (2020) 13, No. 1 (2020) 12, No. 4 (2019) 12, No. 3 (2019) 12, No. 2 (2019) 12, No. 1 (2019) 11, No. 4 (2018) 11, No. 3 (2018) 11, No. 2 (2018) 11, No. 1 (2018) 10, No. 4 (2017) 10, No. 3 (2017) 10, No. 2 (2017) 10, No. 1 (2017) 9, No. 4 (2016) 9, No. 3 (2016) 9, No. 2 (2016) 9, No. 1 (2016) 8, No. 4 (2015) 8, No. 3 (2015) 8, No. 2 (2015) 8, No. 1 (2015) 7, No. 4 (2014) 7, No. 3 (2014) 7, No. 2 (2014) 7, No. 1 (2014) 6, No. 4 (2013) 6, No. 3 (2013) 6, No. 2 (2013) 6, No. 1 (2013) 5, No. 4 (2012) 5, No. 3 (2012) 5, No. 2 (2012) 5, No. 1 (2012) 4, No. 4 (2011) 4, No. 3 (2011) 4, No. 2 (2011) 4, No. 1 (2011) 3, No. 4 (2010) 3, No. 3 (2010) 3, No. 2 (2010) 3, No. 1 (2010) 2, No. 4 (2009) 2, No. 3 (2009) 2, No. 2 (2009) 2, No. 1 (2009) 1, No. 4 (2008) 1, No. 3 (2008) 1, No. 2 (2008) 1, No. 1 (2008) all top 5 Authors 25 Ng, Michael Kwok-Po 19 Papanicolaou, George C. 18 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 1,834 more Authors all top 5 Fields 598 Numerical analysis (65-XX) 468 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; 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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 all cited Publications top 5 cited Publications Citations contained in zbMATH Open 847 Publications have been cited 13,822 times in 7,080 Documents Cited by ▼ Year ▼ A fast iterative shrinkage-thresholding algorithm for linear inverse problems. Zbl 1175.94009 Beck, Amir; Teboulle, Marc 1,624 2009 The split Bregman method for \(\ell_1\)-regularized problems. Zbl 1177.65088 Goldstein, Tom; Osher, Stanley 703 2009 Total generalized variation. Zbl 1195.49025 Bredies, Kristian; Kunisch, Karl; Pock, Thomas 344 2010 A new alternating minimization algorithm for total variation image reconstruction. Zbl 1187.68665 Wang, Yilun; Yang, Junfeng; Yin, Wotao; Zhang, Yin 290 2008 Bregman iterative algorithms for \(\ell_1\)-minimization with applications to compressed sensing. Zbl 1203.90153 Yin, Wotao; Osher, Stanley; Goldfarb, Donald; Darbon, Jerome 284 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 222 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. 219 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 167 2013 iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094 Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas 154 2014 Convergence analysis of primal-dual algorithms for a saddle-point problem: from contraction perspective. Zbl 1250.90066 He, Bingsheng; Yuan, Xiaoming 144 2012 NESTA: A fast and accurate first-order method for sparse recovery. Zbl 1209.90265 Becker, Stephen; Bobin, Jérôme; Candès, Emmanuel J. 132 2011 Bregmanized nonlocal regularization for deconvolution and sparse reconstruction. Zbl 1191.94030 Zhang, Xiaoqun; Burger, Martin; Bresson, Xavier; Osher, Stanley 123 2010 Phase retrieval via matrix completion. Zbl 1280.49052 Candès, Emmanuel J.; Eldar, Yonina C.; Strohmer, Thomas; Voroninski, Vladislav 122 2013 Fast alternating direction optimization methods. Zbl 1314.49019 Goldstein, Tom; O’Donoghue, Brendan; Setzer, Simon; Baraniuk, Richard 108 2014 Higher order positive semidefinite diffusion tensor imaging. Zbl 1197.92032 Qi, Liqun; Yu, Gaohang; Wu, Ed X. 103 2010 A generalized forward-backward splitting. Zbl 1296.47109 Raguet, Hugo; Fadili, Jalal; Peyré, Gabriel 94 2013 Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134 Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng 93 2015 New total variation method for multiplicative noise removal. Zbl 1187.68655 Huang, A. Yu-Mei; Ng, Michael K.; Wen, You-Wei 84 2009 Efficient reconstruction of piecewise constant images using nonsmooth nonconvex minimization. Zbl 1207.94017 Nikolova, Mila; Ng, Michael K.; Zhang, Shuqin; Ching, Wai-Ki 80 2008 Linearized Bregman iterations for frame-based image deblurring. Zbl 1175.94010 Cai, Jian-Feng; Osher, Stanley; Shen, Zuowei 73 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 71 2013 A nonlinear inverse scale space method for a convex multiplicative noise model. Zbl 1185.94018 Shi, Jianing; Osher, Stanley 70 2008 A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053 Kunisch, Karl; Pock, Thomas 70 2013 Cahn-Hilliard inpainting and a generalization for grayvalue images. Zbl 1180.49007 Burger, Martin; He, Lin; Schönlieb, Carola-Bibiane 68 2009 A fast algorithm for Euler’s elastica model using augmented Lagrangian method. Zbl 1215.68262 Tai, Xue-Cheng; Hahn, Jooyoung; Chung, Ginmo Jason 66 2011 An accelerated linearized alternating direction method of multipliers. Zbl 1321.90105 Ouyang, Yuyuan; Chen, Yunmei; Lan, Guanghui; Pasiliao, Eduardo jun. 65 2015 Smoothing nonlinear conjugate gradient method for image restoration using nonsmooth nonconvex minimization. Zbl 1200.65031 Chen, Xiaojun; Zhou, Weijun 65 2010 On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078 Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas 64 2015 Optimal transport with proximal splitting. Zbl 1295.90047 Papadakis, Nicolas; Peyré, Gabriel; Oudet, Edouard 62 2014 A fast algorithm for edge-preserving variational multichannel image restoration. Zbl 1181.68304 Yang, Junfeng; Yin, Wotao; Zhang, Yin; Wang, Yilun 57 2009 Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109 Pock, Thomas; Sabach, Shoham 57 2016 Phase retrieval with polarization. Zbl 1304.49071 Alexeev, Boris; Bandeira, Afonso S.; Fickus, Matthew; Mixon, Dustin G. 54 2014 A convex approach to minimal partitions. Zbl 1256.49040 Chambolle, Antonin; Cremers, Daniel; Pock, Thomas 54 2012 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 54 2013 A new convex optimization model for multiplicative noise and blur removal. Zbl 1296.65093 Zhao, Xi-Le; Wang, Fan; Ng, Michael K. 53 2014 A total fractional-order variation model for image restoration with nonhomogeneous boundary conditions and its numerical solution. Zbl 1327.62388 Zhang, Jianping; Chen, Ke 51 2015 Convergence study on the symmetric version of ADMM with larger step sizes. Zbl 1381.90066 He, Bingsheng; Ma, Feng; Yuan, Xiaoming 50 2016 A convex variational model for restoring blurred images with multiplicative noise. Zbl 1283.52012 Dong, Yiqiu; Zeng, Tieyong 50 2013 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 49 2017 Total generalized variation in diffusion tensor imaging. Zbl 1322.94024 Valkonen, Tuomo; Bredies, Kristian; Knoll, Florian 47 2013 A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239 Esser, Ernie; Lou, Yifei; Xin, Jack 47 2013 A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019 Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack 46 2015 Analysis and generalizations of the linearized Bregman method. Zbl 1211.68491 Yin, Wotao 46 2010 The little engine that could: regularization by denoising (RED). Zbl 1401.62101 Romano, Yaniv; Elad, Michael; Milanfar, Peyman 46 2017 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 45 2015 Three-dimensional structure determination from common lines in cryo-EM by eigenvectors and semidefinite programming. Zbl 1216.92045 Singer, A.; Shkolnisky, Y. 44 2011 An efficient primal-dual method for \(L^1\)TV image restoration. Zbl 1187.68653 Dong, Yiqiu; Hintermüller, Michael; Neri, Marrick 44 2009 On the convergence of primal-dual hybrid gradient algorithm. Zbl 1308.90129 He, Bingsheng; You, Yanfei; Yuan, Xiaoming 44 2014 A new detail-preserving regularization scheme. Zbl 1299.65130 Guo, Weihong; Qin, Jing; Yin, Wotao 43 2014 Facial recognition using tensor-tensor decompositions. Zbl 1305.15061 Hao, Ning; Kilmer, Misha E.; Braman, Karen; Hoover, Randy C. 43 2013 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 Entropic approximation of Wasserstein gradient flows. Zbl 1335.90068 Peyré, Gabriel 41 2015 Alternating direction method for image inpainting in wavelet domains. Zbl 1234.68448 Chan, Raymond H.; Yang, Junfeng; Yuan, Xiaoming 40 2011 Characterization and analysis of edges using the continuous shearlet transform. Zbl 1175.42012 Guo, Kanghui; Labate, Demetrio 40 2009 Stable image reconstruction using total variation minimization. Zbl 1370.94042 Needell, Deanna; Ward, Rachel 40 2013 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 39 2015 Global solutions of variational models with convex regularization. Zbl 1202.49031 Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin 39 2010 A nonlocal Bayesian image denoising algorithm. Zbl 1279.68331 Lebrun, M.; Buades, A.; Morel, J. M. 39 2013 Multigrid algorithm for high order denoising. Zbl 1205.68474 Brito-Loeza, Carlos; Chen, Ke 38 2010 Nonconvex TV\(^q\)-models in image restoration: analysis and a trust-region regularization-based superlinearly convergent solver. Zbl 1281.65033 Hintermüller, Michael; Wu, Tao 38 2013 Coherence pattern-guided compressive sensing with unresolved grids. Zbl 1250.65035 Fannjiang, Albert; Liao, Wenjing 37 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 36 2016 Multistatic imaging of extended targets. Zbl 1344.78023 Ammari, Habib; Garnier, Josselin; Kang, Hyeonbae; Lim, Mikyoung; Sølna, Knut 35 2012 Linearly constrained non-Lipschitz optimization for image restoration. Zbl 1327.90299 Bian, Wei; Chen, Xiaojun 34 2015 A continuous exact \(\ell_0\) penalty (CEL0) for least squares regularized problem. Zbl 1325.65086 Soubies, Emmanuel; Blanc-Féraud, Laure; Aubert, Gilles 34 2015 Imaging with Kantorovich-Rubinstein discrepancy. Zbl 1308.49043 Lellmann, Jan; Lorenz, Dirk A.; Schönlieb, Carola; Valkonen, Tuomo 34 2014 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 34 2013 A total variation model for retinex. Zbl 1215.65117 Ng, Michael K.; Wang, Wei 33 2011 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021 Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 33 2017 A total variation spectral framework for scale and texture analysis. Zbl 1361.94014 Gilboa, Guy 33 2014 Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection. Zbl 1361.94012 Deledalle, Charles-Alban; Vaiter, Samuel; Fadili, Jalal; Peyré, Gabriel 33 2014 A semismooth Newton method for nonlinear parameter identification problems with impulsive noise. Zbl 1250.65134 Clason, Christian; Jin, Bangti 32 2012 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. 32 2009 Augmented \(\ell_1\) and nuclear-norm models with a globally linearly convergent algorithm. Zbl 1279.68329 Lai, Ming-Jun; Yin, Wotao 32 2013 Efficient Bayesian computation by proximal Markov chain Monte Carlo: when Langevin meets Moreau. Zbl 1401.65016 Durmus, Alain; Moulines, Éric; Pereyra, Marcelo 32 2018 Continuous multiclass labeling approaches and algorithms. Zbl 1231.90311 Lellmann, J.; Schnörr, C. 31 2011 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 31 2014 A fractional inpainting model based on the vector-valued Cahn-Hilliard equation. Zbl 1328.65214 Bosch, Jessica; Stoll, Martin 31 2015 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. 31 2015 Viewing angle classification of cryo-electron microscopy images using eigenvectors. Zbl 1216.92046 Singer, A.; Zhao, Z.; Shkolnisky, Y.; Hadani, R. 30 2011 Discrete total variation: new definition and minimization. Zbl 1379.68330 Condat, Laurent 30 2017 Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming. Zbl 1283.65057 Chen, Yannan; Dai, Yuhong; Han, Deren; Sun, Wenyu 30 2013 Compressive sensing by random convolution. Zbl 1176.94017 Romberg, Justin 29 2009 Nonconvex-TV based image restoration with impulse noise removal. Zbl 1382.49013 Zhang, Xiongjun; Bai, Minru; Ng, Michael K. 29 2017 A time dependent variational approach to image restoration. Zbl 1380.94012 Bögelein, Verena; Duzaar, Frank; Marcellini, Paolo 29 2015 Sparse signal reconstruction via iterative support detection. Zbl 1206.68340 Wang, Yilun; Yin, Wotao 29 2010 Viewing direction estimation in cryo-EM using synchronization. Zbl 1254.92058 Shkolnisky, Yoel; Singer, Amit 29 2012 Texture map and video compression using Beltrami representation. Zbl 1281.65036 Lui, Lok Ming; Lam, Ka Chun; Wong, Tsz Wai; Gu, Xianfeng 29 2013 Variational approach for restoring blurred images with Cauchy noise. Zbl 1343.94014 Sciacchitano, Federica; Dong, Yiqiu; Zeng, Tieyong 28 2015 Super-resolution of positive sources: the discrete setup. Zbl 1352.49041 Morgenshtern, Veniamin I.; Candès, Emmanuel J. 28 2016 On infimal convolution of TV-type functionals and applications to video and image reconstruction. Zbl 1308.94019 Holler, Martin; Kunisch, Karl 28 2014 Restoration of images corrupted by impulse noise and mixed Gaussian impulse noise using blind inpainting. Zbl 1281.65045 Yan, Ming 28 2013 The varifold representation of nonoriented shapes for diffeomorphic registration. Zbl 1279.68313 Charon, Nicolas; Trouvé, Alain 28 2013 A two-stage image segmentation method for blurry images with Poisson or multiplicative gamma noise. Zbl 1297.65066 Chan, Raymond; Yang, Hongfei; Zeng, Tieyong 27 2014 Tensor product complex tight framelets with increasing directionality. Zbl 1295.42023 Han, Bin; Zhao, Zhenpeng 27 2014 A parallel Douglas-Rachford algorithm for minimizing ROF-like functionals on images with values in symmetric Hadamard manifolds. Zbl 1346.65006 Bergmann, Ronny; Persch, Johannes; Steidl, Gabriele 27 2016 Approximate inversion of a class of generalized Radon transforms. Zbl 1517.65130 Ganster, Kevin; Rieder, Andreas 2 2023 Short communication: localized adversarial artifacts for compressed sensing MRI. Zbl 07754948 Alaifari, Rima; Alberti, Giovanni S.; Gauksson, Tandri 1 2023 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 An active contour model with local variance force term and its efficient minimization solver for multiphase image segmentation. Zbl 1524.94024 Liu, Chaoyu; Qiao, Zhonghua; Zhang, Qian 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 1528.94006 Le Pendu, Mikael; Guillemot, Christine 1 2023 Elastica models for color image regularization. Zbl 07715435 Liu, Hao; Tai, Xue-Cheng; Kimmel, Ron; Glowinski, Roland 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 On assignment problems related to Gromov-Wasserstein distances on the real line. Zbl 1519.49022 Beinert, Robert; Heiss, Cosmas; Steidl, Gabriele 1 2023 WPPNets and WPPFlows: the power of Wasserstein patch priors for superresolution. Zbl 1517.94016 Altekrüger, Fabian; Hertrich, Johannes 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 10 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 3 2022 Optimality conditions for bilevel imaging learning problems with total variation regularization. Zbl 1504.94012 De los Reyes, Juan Carlos; Villacís, David 3 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 The linearized Hellinger-Kantorovich distance. Zbl 1481.49049 Cai, Tianji; Cheng, Junyi; Schmitzer, Bernhard; Thorpe, Matthew 3 2022 Bilevel training schemes in imaging for total variation-type functionals with convex integrands. Zbl 1507.94010 Pagliari, Valerio; Papafitsoros, Kostas; Raiţă, Bogdan; Vikelis, Andreas 2 2022 A quantum information-based refoundation of color perception concepts. Zbl 1513.81010 Berthier, Michel; Prencipe, Nicoletta; Provenzi, Edoardo 2 2022 Solving inverse problems by joint posterior maximization with autoencoding prior. Zbl 07567489 González, Mario; Almansa, Andrés; Tan, Pauline 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 A generalized primal-dual algorithm with improved convergence condition for saddle point problems. Zbl 1494.94009 He, Bingsheng; Ma, Feng; Xu, Shengjie; Yuan, Xiaoming 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 Multiscale approach for three-dimensional conformal image registration. Zbl 1496.65028 Han, Huan; Wang, Zhengping; Zhang, Yimin 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 Learnable empirical mode decomposition based on mathematical morphology. Zbl 1524.68327 Velasco-Forero, Santiago; Pagès, R.; Angulo, Jesus 2 2022 A variational inequality model for the construction of signals from inconsistent nonlinear equations. Zbl 1481.94051 Combettes, Patrick L.; Woodstock, Zev C. 2 2022 Distributed stochastic inertial-accelerated methods with delayed derivatives for nonconvex problems. Zbl 1487.90508 Xu, Yangyang; Xu, Yibo; Yan, Yonggui; Chen, Jie 1 2022 Robust tensor completion: equivalent surrogates, error bounds, and algorithms. Zbl 1497.65080 Zhao, Xueying; Bai, Minru; Sun, Defeng; Zheng, Libin 1 2022 Imaging anisotropic conductivities from current densities. Zbl 1495.35214 Liu, Huan; Jin, Bangti; Lu, Xiliang 1 2022 A unifying framework for \(n\)-dimensional quasi-conformal mappings. Zbl 1492.65053 Zhang, Daoping; Choi, Gary P. T.; Zhang, Jianping; Lui, Lok Ming 1 2022 Model-centric data manifold: the data through the eyes of the model. Zbl 1523.68079 Grementieri, Luca; Fioresi, Rita 1 2022 Compressive learning for patch-based image denoising. Zbl 1505.94009 Shi, Hui; Traonmilin, Yann; Aujol, Jean-Francois 1 2022 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 2022 Color image inpainting via robust pure quaternion matrix completion: error bound and weighted loss. Zbl 1496.94007 Chen, Junren; Ng, Michael K. 1 2022 WARPd: a linearly convergent first-order primal-dual algorithm for inverse problems with approximate sharpness conditions. Zbl 1496.65074 Colbrook, Matthew J. 1 2022 An accelerated level-set method for inverse scattering problems. Zbl 1496.78007 Audibert, Lorenzo; Haddar, Houssem; Liu, Xiaoli 1 2022 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 2022 Diffusion bridges for stochastic Hamiltonian systems and shape evolutions. Zbl 1486.60098 Arnaudon, Alexis; van der Meulen, Frank; Schauer, Moritz; Sommer, Stefan 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 Surface-localized transmission eigenstates, super-resolution imaging, and pseudo surface plasmon modes. 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Zbl 1461.65150 Fannjiang, Albert; Zhang, Zheqing 8 2020 ...and 747 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 9,068 Authors 60 Huang, Ting-Zhu 60 Osher, Stanley Joel 52 Ng, Michael Kwok-Po 51 Schönlieb, Carola-Bibiane 48 Ammari, Habib 47 Zeng, Tie Yong 45 Tai, Xuecheng 42 Steidl, Gabriele 40 Han, Deren 40 Liu, Hongyu 40 Zhao, Xile 38 Yin, Wotao 38 Yuan, Xiaoming 37 Qi, Liqun 36 Klibanov, Michael V. 36 Peyré, Gabriel 34 Shehu, Yekini 34 Shen, Zuowei 32 Boţ, Radu Ioan 31 Attouch, Hedy 31 Chen, Ke 30 Burger, Martin 30 Zhang, Xiaoqun 29 Han, Bo 29 Lui, Lok Ming 29 Shen, Lixin 28 Lou, Yifei 27 Haltmeier, Markus 27 Wu, Boying 26 Garnier, Josselin 26 Kumam, Poom 26 Mewomo, Oluwatosin Temitope 26 Nguyen, Loc Hoang 26 Pock, Thomas 25 Fadili, Jalal M. 25 Sgallari, Fiorella 24 Bredies, Kristian 24 Cai, Xingju 24 Chambolle, Antonin 24 Guo, Zhichang 24 Toh, Kim Chuan 24 Xu, Yangyang 23 Dong, Qiaoli 23 Morigi, Serena 23 Scherzer, Otmar 23 Valkonen, Tuomo 22 He, Hongjin 22 Lanza, Alessandro 22 Li, Jingzhi 22 Singer, Amit 22 Wu, Chunlin 21 Dong, Bin 21 Ma, Shiqian 21 Tran Dinh Quoc 20 Borcea, Liliana 20 Csetnek, Ernö Robert 20 Lv, Xiaoguang 20 Schnörr, Christoph 20 Xu, Yuesheng 19 Chan, Raymond Hon-Fu 19 Cheng, Lizhi 19 Laghrib, Amine 19 Lu, Jian 19 Reichel, Lothar 19 Tang, Yuchao 19 Zhang, Bo 19 Zhu, Wei 18 Bauer, Martin 18 Bertozzi, Andrea Louise 18 Cai, Jian-Feng 18 Cremers, Daniel 18 He, Bingsheng 18 Huang, Zheng-Hai 18 Ji, Hui 18 Jung, Miyoun 18 Liu, Jun 18 Sun, Defeng 18 Unser, Michael A. 18 Zhang, Hui 17 Aujol, Jean-François 17 Buccini, Alessandro 17 Chen, Xiaojun 17 Duan, Yuping 17 Ma, Tian-Hui 17 Öktem, Ozan 17 Pang, Zhifeng 17 Papadakis, Nicolas 17 Pesquet, Jean-Christophe 17 Rumpf, Martin 17 Wen, Zaiwen 17 Wu, Zhongming 16 Bonettini, Silvia 16 Chang, Huibin 16 Deng, Liangjian 16 Duits, Remco 16 Kang, Myungjoo 16 Kutyniok, Gitta 16 Labate, Demetrio 16 Li, Fang 16 Liu, Xiaodong ...and 8,968 more Authors all top 5 Cited in 543 Journals 532 SIAM Journal on Imaging Sciences 409 Inverse Problems 321 Journal of Mathematical Imaging and Vision 247 Journal of Scientific Computing 221 Inverse Problems and Imaging 174 Applied and Computational Harmonic Analysis 173 SIAM Journal on Optimization 171 Computational Optimization and Applications 139 Mathematical Programming. 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