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: Indexed cover-to-cover; Published electronic only as of Vol. 1 (2008). Documents Indexed: 973 Publications (since 2008) References Indexed: 565 Publications with 27,871 References. all top 5 Latest Issues 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. 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 19 Papanicolaou, George C. 16 Ammari, Habib M. 16 Ng, Michael Kwok-Po 15 Garnier, Josselin 14 Osher, Stanley Joel 14 Peyré, Gabriel 14 Schönlieb, Carola-Bibiane 13 Lui, Lok Ming 13 Morel, Jean-Michel 13 Tsogka, Chrysoula 12 Yin, Wotao 12 Zeng, Tie Yong 11 Borcea, Liliana 10 Cremers, Daniel 10 Pock, Thomas 10 Unser, Michael A. 9 Chan, Raymond Hon-Fu 9 Haltmeier, Markus 9 Lou, Yifei 9 Singer, Amit 8 Aujol, Jean-François 8 Delon, Julie 8 Papadakis, Nicolas 8 Pereyra, Marcelo 8 Steidl, Gabriele 8 Yuan, Xiaoming 8 Zhang, Xiaoqun 8 Zhao, Hongkai 7 Bredies, Kristian 7 Lellmann, Jan 7 Möller, Michael 7 Shen, Zuowei 7 Shkolnisky, Yoel 6 Aubert, Gilles 6 Bertalmío, Marcelo 6 Bertozzi, Andrea Louise 6 Blanc-Féraud, Laure 6 Buades, Antoni 6 Burger, Martin 6 Carin, Lawrence 6 Caselles Costa, Vicent 6 Chambolle, Antonin 6 Choi, Gary Pui-Tung 6 Dong, Bin 6 Elad, Michael 6 Gousseau, Yann 6 Kimmel, Ron 6 Romberg, Justin K. 6 Scherzer, Otmar 6 Starck, Jean-Luc 6 Wang, Wei 6 Weiss, Pierre 6 Xin, Jack X. 6 Yazici, Birsen 5 Almansa, Andrés 5 Baraniuk, Richard G. 5 Bauer, Martin 5 Chan, Tony Fan-Cheong 5 Chang, Huibin 5 Desolneux, Agnès 5 Gilboa, Guy 5 Guo, Weihong 5 Hintermüller, Michael 5 Holler, Martin 5 Ji, Hui 5 Kang, Sung Ha 5 Kutyniok, Gitta 5 Li, Fang 5 Milanfar, Peyman 5 Moscoso, Miguel 5 Pesquet, Jean-Christophe 5 Piana, Michele 5 Quinto, Eric Todd 5 Rumpf, Martin 5 Schnörr, Christoph 5 Seo, Jin Keun 5 Sølna, Knut 5 Storath, Martin 5 Tai, Xuecheng 5 Ward, John Paul 5 Weinmann, Andreas 5 Ye, Jong Chul 5 Yezzi, Anthony jun. 5 Younes, Laurent 4 Aghasi, Alireza 4 Batard, Thomas 4 Bobin, Jérôme 4 Bruckstein, Alfred Marcel 4 Chen, Xiaojun 4 Choi, Jae Kyu 4 Deledalle, Charles-Alban 4 Durmus, Alain 4 Effland, Alexander 4 Esser, Ernie 4 Facciolo, Gabriele 4 Fadili, Jalal M. 4 Fannjiang, Albert C. 4 Greengard, Leslie F. 4 Gu, Xianfeng 4 He, Bingsheng ...and 1,676 more Authors all top 5 Fields 540 Numerical analysis (65-XX) 434 Computer science (68-XX) 430 Information and communication theory, circuits (94-XX) 202 Partial differential equations (35-XX) 202 Operations research, mathematical programming (90-XX) 195 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 Abstract harmonic analysis (43-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 758 Publications have been cited 11,702 times in 6,002 Documents Cited by ▼ Year ▼ A fast iterative shrinkage-thresholding algorithm for linear inverse problems. Zbl 1175.94009Beck, Amir; Teboulle, Marc 1,395 2009 The split Bregman method for \(\ell_1\)-regularized problems. Zbl 1177.65088Goldstein, Tom; Osher, Stanley 657 2009 Total generalized variation. Zbl 1195.49025Bredies, Kristian; Kunisch, Karl; Pock, Thomas 293 2010 Bregman iterative algorithms for \(\ell_1\)-minimization with applications to compressed sensing. Zbl 1203.90153Yin, Wotao; Osher, Stanley; Goldfarb, Donald; Darbon, Jerome 276 2008 A new alternating minimization algorithm for total variation image reconstruction. Zbl 1187.68665Wang, Yilun; Yang, Junfeng; Yin, Wotao; Zhang, Yin 270 2008 Augmented Lagrangian method, dual methods, and split Bregman iteration for ROF, vectorial TV, and high order models. Zbl 1206.90245Wu, Chunlin; Tai, Xue-Cheng 203 2010 A general framework for a class of first order primal-dual algorithms for convex optimization in imaging science. Zbl 1206.90117Esser, Ernie; Zhang, Xiaoqun; Chan, Tony F. 192 2010 A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion. Zbl 1280.49042Xu, Yangyang; Yin, Wotao 140 2013 Convergence analysis of primal-dual algorithms for a saddle-point problem: from contraction perspective. Zbl 1250.90066He, Bingsheng; Yuan, Xiaoming 126 2012 iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas 126 2014 NESTA: A fast and accurate first-order method for sparse recovery. Zbl 1209.90265Becker, Stephen; Bobin, Jérôme; Candès, Emmanuel J. 123 2011 Phase retrieval via matrix completion. Zbl 1280.49052Candès, Emmanuel J.; Eldar, Yonina C.; Strohmer, Thomas; Voroninski, Vladislav 118 2013 Bregmanized nonlocal regularization for deconvolution and sparse reconstruction. Zbl 1191.94030Zhang, Xiaoqun; Burger, Martin; Bresson, Xavier; Osher, Stanley 117 2010 Higher order positive semidefinite diffusion tensor imaging. Zbl 1197.92032Qi, Liqun; Yu, Gaohang; Wu, Ed X. 98 2010 Fast alternating direction optimization methods. Zbl 1314.49019Goldstein, Tom; O’Donoghue, Brendan; Setzer, Simon; Baraniuk, Richard 96 2014 A generalized forward-backward splitting. Zbl 1296.47109Raguet, Hugo; Fadili, Jalal; Peyré, Gabriel 80 2013 New total variation method for multiplicative noise removal. Zbl 1187.68655Huang, A. Yu-Mei; Ng, Michael K.; Wen, You-Wei 77 2009 Inertial proximal ADMM for linearly constrained separable convex optimization. Zbl 1328.65134Chen, Caihua; Chan, Raymond H.; Ma, Shiqian; Yang, Junfeng 73 2015 Efficient reconstruction of piecewise constant images using nonsmooth nonconvex minimization. Zbl 1207.94017Nikolova, Mila; Ng, Michael K.; Zhang, Shuqin; Ching, Wai-Ki 71 2008 Linearized Bregman iterations for frame-based image deblurring. Zbl 1175.94010Cai, Jian-Feng; Osher, Stanley; Shen, Zuowei 68 2009 A nonlinear inverse scale space method for a convex multiplicative noise model. Zbl 1185.94018Shi, Jianing; Osher, Stanley 64 2008 Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers. Zbl 1279.68322Chan, Raymond H.; Tao, Min; Yuan, Xiaoming 63 2013 Cahn-Hilliard inpainting and a generalization for grayvalue images. Zbl 1180.49007Burger, Martin; He, Lin; Schönlieb, Carola-Bibiane 59 2009 An accelerated linearized alternating direction method of multipliers. Zbl 1321.90105Ouyang, Yuyuan; Chen, Yunmei; Lan, Guanghui; Pasiliao, Eduardo jun. 58 2015 On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas 57 2015 A fast algorithm for Euler’s elastica model using augmented Lagrangian method. Zbl 1215.68262Tai, Xue-Cheng; Hahn, Jooyoung; Chung, Ginmo Jason 56 2011 Smoothing nonlinear conjugate gradient method for image restoration using nonsmooth nonconvex minimization. Zbl 1200.65031Chen, Xiaojun; Zhou, Weijun 55 2010 Phase retrieval with polarization. Zbl 1304.49071Alexeev, Boris; Bandeira, Afonso S.; Fickus, Matthew; Mixon, Dustin G. 54 2014 A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053Kunisch, Karl; Pock, Thomas 53 2013 A convex approach to minimal partitions. Zbl 1256.49040Chambolle, Antonin; Cremers, Daniel; Pock, Thomas 52 2012 Optimal transport with proximal splitting. Zbl 1295.90047Papadakis, Nicolas; Peyré, Gabriel; Oudet, Edouard 51 2014 A fast algorithm for edge-preserving variational multichannel image restoration. Zbl 1181.68304Yang, Junfeng; Yin, Wotao; Zhang, Yin; Wang, Yilun 50 2009 A new convex optimization model for multiplicative noise and blur removal. Zbl 1296.65093Zhao, Xi-Le; Wang, Fan; Ng, Michael K. 50 2014 Image denoising using mean curvature of image surface. Zbl 1258.94021Zhu, Wei; Chan, Tony 46 2012 A two-stage image segmentation method using a convex variant of the Mumford-Shah model and thresholding. Zbl 1283.52011Cai, Xiaohao; Chan, Raymond; Zeng, Tieyong 46 2013 A convex variational model for restoring blurred images with multiplicative noise. Zbl 1283.52012Dong, Yiqiu; Zeng, Tieyong 46 2013 Convergence study on the symmetric version of ADMM with larger step sizes. Zbl 1381.90066He, Bingsheng; Ma, Feng; Yuan, Xiaoming 45 2016 Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109Pock, Thomas; Sabach, Shoham 44 2016 Alternating direction method of multipliers for a class of nonconvex and nonsmooth problems with applications to background/foreground extraction. Zbl 1364.90278Yang, Lei; Pong, Ting Kei; Chen, Xiaojun 43 2017 Total generalized variation in diffusion tensor imaging. Zbl 1322.94024Valkonen, Tuomo; Bredies, Kristian; Knoll, Florian 42 2013 Analysis and generalizations of the linearized Bregman method. Zbl 1211.68491Yin, Wotao 41 2010 A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239Esser, Ernie; Lou, Yifei; Xin, Jack 41 2013 A new geometric metric in the space of curves, and applications to tracking deforming objects by prediction and filtering. Zbl 1214.93033Sundaramoorthi, Ganesh; Mennucci, Andrea; Soatto, Stefano; Yezzi, Anthony 41 2011 An efficient primal-dual method for \(L^1\)TV image restoration. Zbl 1187.68653Dong, Yiqiu; Hintermüller, Michael; Neri, Marrick 40 2009 Total variation regularization for manifold-valued data. Zbl 1309.65071Weinmann, Andreas; Demaret, Laurent; Storath, Martin 40 2014 A new detail-preserving regularization scheme. Zbl 1299.65130Guo, Weihong; Qin, Jing; Yin, Wotao 40 2014 Entropic approximation of Wasserstein gradient flows. Zbl 1335.90068Peyré, Gabriel 39 2015 On the \(p\)-Laplacian and \(\infty\)-Laplacian on graphs with applications in image and data processing. Zbl 1330.35488Elmoataz, Abderrahim; Toutain, Matthieu; Tenbrinck, Daniel 38 2015 Characterization and analysis of edges using the continuous shearlet transform. Zbl 1175.42012Guo, Kanghui; Labate, Demetrio 38 2009 A total fractional-order variation model for image restoration with nonhomogeneous boundary conditions and its numerical solution. Zbl 1327.62388Zhang, Jianping; Chen, Ke 37 2015 Alternating direction method for image inpainting in wavelet domains. Zbl 1234.68448Chan, Raymond H.; Yang, Junfeng; Yuan, Xiaoming 37 2011 A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack 37 2015 Three-dimensional structure determination from common lines in cryo-EM by eigenvectors and semidefinite programming. Zbl 1216.92045Singer, A.; Shkolnisky, Y. 37 2011 Stable image reconstruction using total variation minimization. Zbl 1370.94042Needell, Deanna; Ward, Rachel 36 2013 Multigrid algorithm for high order denoising. Zbl 1205.68474Brito-Loeza, Carlos; Chen, Ke 36 2010 An efficient Neumann series-based algorithm for thermoacoustic and photoacoustic tomography with variable sound speed. Zbl 1279.94029Qian, Jianliang; Stefanov, Plamen; Uhlmann, Gunther; Zhao, Hongkai 35 2011 An MBO scheme on graphs for classification and image processing. Zbl 1279.68335Merkurjev, Ekaterina; Kostić, Tijana; Bertozzi, Andrea L. 35 2013 Coherence pattern-guided compressive sensing with unresolved grids. Zbl 1250.65035Fannjiang, Albert; Liao, Wenjing 34 2012 Multistatic imaging of extended targets. Zbl 1344.78023Ammari, Habib; Garnier, Josselin; Kang, Hyeonbae; Lim, Mikyoung; Sølna, Knut 34 2012 A nonlocal Bayesian image denoising algorithm. Zbl 1279.68331Lebrun, M.; Buades, A.; Morel, J. M. 33 2013 On the convergence of primal-dual hybrid gradient algorithm. Zbl 1308.90129He, Bingsheng; You, Yanfei; Yuan, Xiaoming 33 2014 Global solutions of variational models with convex regularization. Zbl 1202.49031Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin 32 2010 Spectral decompositions using one-homogeneous functionals. Zbl 1361.35123Burger, Martin; Gilboa, Guy; Moeller, Michael; Eckardt, Lina; Cremers, Daniel 31 2016 Nonconvex TV\(^q\)-models in image restoration: analysis and a trust-region regularization-based superlinearly convergent solver. Zbl 1281.65033Hintermüller, Michael; Wu, Tao 31 2013 A total variation spectral framework for scale and texture analysis. Zbl 1361.94014Gilboa, Guy 31 2014 FLASH: Fast landmark aligned spherical harmonic parameterization for genus-0 closed brain surfaces. Zbl 1316.65028Choi, Pui Tung; Lam, Ka Chun; Lui, Lok Ming 31 2015 Augmented \(\ell_1\) and nuclear-norm models with a globally linearly convergent algorithm. Zbl 1279.68329Lai, Ming-Jun; Yin, Wotao 30 2013 The little engine that could: regularization by denoising (RED). Zbl 1401.62101Romano, Yaniv; Elad, Michael; Milanfar, Peyman 29 2017 Facial recognition using tensor-tensor decompositions. Zbl 1305.15061Hao, Ning; Kilmer, Misha E.; Braman, Karen; Hoover, Randy C. 29 2013 Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection. Zbl 1361.94012Deledalle, Charles-Alban; Vaiter, Samuel; Fadili, Jalal; Peyré, Gabriel 29 2014 Continuous multiclass labeling approaches and algorithms. Zbl 1231.90311Lellmann, J.; Schnörr, C. 28 2011 Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming. Zbl 1283.65057Chen, Yannan; Dai, Yuhong; Han, Deren; Sun, Wenyu 28 2013 Texture map and video compression using Beltrami representation. Zbl 1281.65036Lui, Lok Ming; Lam, Ka Chun; Wong, Tsz Wai; Gu, Xianfeng 28 2013 Imaging with Kantorovich-Rubinstein discrepancy. Zbl 1308.49043Lellmann, Jan; Lorenz, Dirk A.; Schönlieb, Carola; Valkonen, Tuomo 28 2014 Teichmüller mapping (T-map) and its applications to landmark matching registration. (Teichmuller mapping (T-map) and its applications to landmark matching registration.) Zbl 1296.65028Lui, Lok Ming; Lam, Ka Chun; Yau, Shing-Tung; Gu, Xianfeng 28 2014 Viewing angle classification of cryo-electron microscopy images using eigenvectors. Zbl 1216.92046Singer, A.; Zhao, Z.; Shkolnisky, Y.; Hadani, R. 28 2011 Linearly constrained non-Lipschitz optimization for image restoration. Zbl 1327.90299Bian, Wei; Chen, Xiaojun 27 2015 Imaging by modification: numerical reconstruction of local conductivities from corresponding power density measurements. Zbl 1180.35549Capdeboscq, Y.; Fehrenbach, J.; De Gournay, F.; Kavian, O. 27 2009 Compressive sensing by random convolution. Zbl 1176.94017Romberg, Justin 27 2009 A total variation model for retinex. Zbl 1215.65117Ng, Michael K.; Wang, Wei 27 2011 Imaging of buried objects from experimental backscattering time-dependent measurements using a globally convergent inverse algorithm. Zbl 1432.35259Nguyen Trung Thành; Beilina, Larisa; Klibanov, Michael V.; Fiddy, Michael A. 27 2015 A low patch-rank interpretation of texture. Zbl 1335.68287Schaeffer, Hayden; Osher, Stanley 26 2013 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 1279.68327Hintermüller, Michael; Langer, Andreas 26 2013 Landmark- and intensity-based registration with large deformations via quasi-conformal maps. Zbl 1309.65019Lam, Ka Chun; Lui, Lok Ming 26 2014 A time dependent variational approach to image restoration. Zbl 1380.94012Bögelein, Verena; Duzaar, Frank; Marcellini, Paolo 26 2015 A fractional inpainting model based on the vector-valued Cahn-Hilliard equation. Zbl 1328.65214Bosch, Jessica; Stoll, Martin 25 2015 A semismooth Newton method for nonlinear parameter identification problems with impulsive noise. Zbl 1250.65134Clason, Christian; Jin, Bangti 25 2012 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 25 2017 The varifold representation of nonoriented shapes for diffeomorphic registration. Zbl 1279.68313Charon, Nicolas; Trouvé, Alain 25 2013 A two-stage image segmentation method for blurry images with Poisson or multiplicative gamma noise. Zbl 1297.65066Chan, Raymond; Yang, Hongfei; Zeng, Tieyong 25 2014 Tensor product complex tight framelets with increasing directionality. Zbl 1295.42023Han, Bin; Zhao, Zhenpeng 25 2014 Gradient-based methods for sparse recovery. Zbl 1209.90266Hager, William W.; Phan, Dzung T.; Zhang, Hongchao 25 2011 Sparse signal reconstruction via iterative support detection. Zbl 1206.68340Wang, Yilun; Yin, Wotao 25 2010 Multiplicative noise removal with spatially varying regularization parameters. Zbl 1185.65067Li, Fang; Ng, Michael K.; Shen, Chaomin 24 2010 Discrete total variation: new definition and minimization. Zbl 1379.68330Condat, Laurent 24 2017 Local linear convergence of the ADMM/Douglas-Rachford algorithms without strong convexity and application to statistical imaging. Zbl 1347.49046Aspelmeier, Timo; Charitha, C.; Luke, D. Russell 24 2016 Super-resolution of positive sources: the discrete setup. Zbl 1352.49041Morgenshtern, Veniamin I.; Candès, Emmanuel J. 24 2016 On infimal convolution of TV-type functionals and applications to video and image reconstruction. Zbl 1308.94019Holler, Martin; Kunisch, Karl 24 2014 A continuous exact \(\ell_0\) penalty (CEL0) for least squares regularized problem. Zbl 1325.65086Soubies, Emmanuel; Blanc-Féraud, Laure; Aubert, Gilles 24 2015 ASIFT: A new framework for fully affine invariant image comparison. Zbl 1181.68252Morel, Jean-Michel; Yu, Guoshen 23 2009 Scheduled restart momentum for accelerated stochastic gradient descent. Zbl 1492.90132Wang, Bao; Nguyen, Tan; Sun, Tao; Bertozzi, Andrea L.; Baraniuk, Richard G.; Osher, Stanley J. 2 2022 Multiscale approach for three-dimensional conformal image registration. Zbl 1496.65028Han, Huan; Wang, Zhengping; Zhang, Yimin 1 2022 WARPd: a linearly convergent first-order primal-dual algorithm for inverse problems with approximate sharpness conditions. Zbl 1496.65074Colbrook, Matthew J. 1 2022 Bayesian imaging using plug & play priors: when Langevin meets Tweedie. Zbl 07567485Laumont, Rémi; De Bortoli, Valentin; Almansa, Andrés; Delon, Julie; Durmus, Alain; Pereyra, Marcelo 1 2022 A unifying framework for \(n\)-dimensional quasi-conformal mappings. Zbl 1492.65053Zhang, Daoping; Choi, Gary P. T.; Zhang, Jianping; Lui, Lok Ming 1 2022 Linear convergence of randomized Kaczmarz method for solving complex-valued phaseless equations. Zbl 07567494Huang, Meng; Wang, Yang 1 2022 A generalized primal-dual algorithm with improved convergence condition for saddle point problems. Zbl 1494.94009He, Bingsheng; Ma, Feng; Xu, Shengjie; Yuan, Xiaoming 1 2022 A new variational model for shape graph registration with partial matching constraints. Zbl 1486.49065Sukurdeep, Yashil; Bauer, Martin; Charon, Nicolas 1 2022 The linearized Hellinger-Kantorovich distance. Zbl 1481.49049Cai, Tianji; Cheng, Junyi; Schmitzer, Bernhard; Thorpe, Matthew 1 2022 Hyperspectral super-resolution accounting for spectral variability: coupled tensor LL1-based recovery and blind unmixing of the unknown super-resolution image. Zbl 07466854Prévost, 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. Zbl 1478.35159Chow, Yat Tin; Deng, Youjun; He, Youzi; Liu, Hongyu; Wang, Xianchao 17 2021 Regularization by denoising via fixed-point projection (RED-PRO). Zbl 1474.94011Cohen, Regev; Elad, Michael; Milanfar, Peyman 6 2021 A color elastica model for vector-valued image regularization. Zbl 07430639Liu, Hao; Tai, Xue-Cheng; Kimmel, Ron; Glowinski, Roland 5 2021 Limited-angle CT reconstruction via the \(L_1/L_2\) minimization. Zbl 1474.92052Wang, Chao; Tao, Min; Nagy, James G.; Lou, Yifei 5 2021 A characteristic function-based algorithm for geodesic active contours. Zbl 07430653Ma, Jun; Wang, Dong; Wang, Xiao-Ping; Yang, Xiaoping 5 2021 Group sparse optimization for images recovery using capped folded concave functions. Zbl 1474.90507Pan, Lili; Chen, Xiaojun 4 2021 Learning consistent discretizations of the total variation. Zbl 1477.49047Chambolle, Antonin; Pock, Thomas 4 2021 On learned operator correction in inverse problems. Zbl 1474.65182Lunz, Sebastian; Hauptmann, Andreas; Tarvainen, Tanja; Schönlieb, Carola-Bibiane; Arridge, Simon 3 2021 Color image restoration by saturation-value total variation regularization on vector bundles. Zbl 07430590Wang, Wei; Ng, Michael K. 3 2021 Learning maximally monotone operators for image recovery. Zbl 1479.47058Pesquet, Jean-Christophe; Repetti, Audrey; Terris, Matthieu; Wiaux, Yves 3 2021 A class of second-order geometric quasilinear hyperbolic PDEs and their application in imaging. Zbl 1478.35150Dong, Guozhi; Hintermueller, Michael; Zhang, Ye 2 2021 Choose your path wisely: gradient descent in a Bregman distance framework. Zbl 1480.90197Benning, Martin; Betcke, Marta M.; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane 2 2021 Regularized Kaczmarz algorithms for tensor recovery. Zbl 07430662Chen, Xuemei; Qin, Jing 2 2021 Multi-scale classification for electrosensing. Zbl 1479.35870Baldassari, Lorenzo; Scapin, Andrea 1 2021 Complex-valued imaging with total variation regularization: an application to full-waveform inversion in visco-acoustic media. Zbl 07430586Aghamiry, Hossein S.; Gholami, Ali; Operto, Stéphane 1 2021 Fast imaging of sources and scatterers in a stratified ocean waveguide. Zbl 07430592Liu, Keji 1 2021 A coherent framework for learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data. Zbl 1474.62463Chevallier, Juliette; Debavelaere, Vianney; Allassonnière, Stéphanie 1 2021 Deep neural networks for inverse problems with pseudodifferential operators: an application to limited-angle tomography. Zbl 1489.44003Bubba, Tatiana A.; Galinier, Mathilde; Lassas, Matti; Prato, Marco; Ratti, Luca; Siltanen, Samuli 1 2021 New restricted isometry property analysis for \(\ell_1-\ell_2\) minimization methods. Zbl 1474.94041Ge, Huanmin; Chen, Wengu; Ng, Michael K. 1 2021 Recovering missing data in coherent diffraction imaging. Zbl 1479.94013Barmherzig, David A.; Barnett, Alex H.; Epstein, Charles L.; Greengard, Leslie F.; Magland, Jeremy F.; Rachh, Manas 1 2021 Modes of homogeneous gradient flows. Zbl 1478.35163Cohen, Ido; Azencot, Omri; Lifshits, Pavel; Gilboa, Guy 1 2021 Microlocal analysis of generalized Radon transforms from scattering tomography. Zbl 1489.44004Webber, James W.; Quinto, Eric Todd 1 2021 Improved recovery guarantees and sampling strategies for TV minimization in compressive imaging. Zbl 1479.94008Adcock, Ben; Dexter, Nick; Xu, Qinghong 1 2021 Robust CUR decomposition: theory and imaging applications. Zbl 07430663Cai, HanQin; Hamm, Keaton; Huang, Longxiu; Needell, Deanna 1 2021 Learnable descent algorithm for nonsmooth nonconvex image reconstruction. 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Zbl 1429.94022Repetti, Audrey; Pereyra, Marcelo; Wiaux, Yves 4 2019 ...and 658 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 7,803 Authors 56 Huang, Ting-Zhu 52 Osher, Stanley Joel 47 Ammari, Habib M. 43 Schönlieb, Carola-Bibiane 40 Steidl, Gabriele 38 Tai, Xuecheng 38 Yin, Wotao 37 Ng, Michael Kwok-Po 37 Qi, Liqun 37 Zhao, Xile 36 Zeng, Tie Yong 34 Yuan, Xiaoming 33 Peyré, Gabriel 33 Shen, Zuowei 31 Han, Deren 30 Boţ, Radu Ioan 29 Chen, Ke 29 Klibanov, Michael V. 29 Shen, Lixin 28 Lui, Lok Ming 28 Zhang, Xiaoqun 27 Burger, Martin 27 Shehu, Yekini 26 Attouch, Hedy 26 Pock, Thomas 25 Liu, Hongyu 24 Han, Bo 24 Wu, Boying 23 Garnier, Josselin 23 Haltmeier, Markus 23 Kumam, Poom 23 Lou, Yifei 22 Chambolle, Antonin 22 Fadili, Jalal M. 22 Ma, Shiqian 22 Nguyen, Loc Hoang 22 Scherzer, Otmar 21 Toh, Kim Chuan 21 Valkonen, Tuomo 21 Xu, Yangyang 20 Bredies, Kristian 20 Cai, Xingju 20 Csetnek, Ernö Robert 20 Dong, Bin 20 Wu, Chunlin 19 Cheng, Lizhi 19 Guo, Zhichang 19 Morigi, Serena 19 Schnörr, Christoph 19 Sgallari, Fiorella 19 Singer, Amit 19 Tran Dinh Quoc 18 Bauer, Martin 18 Borcea, Liliana 18 Dong, Qiaoli 18 He, Bingsheng 18 He, Hongjin 18 Li, Jingzhi 18 Lv, Xiaoguang 17 Bertozzi, Andrea Louise 17 Chan, Raymond Hon-Fu 17 Cremers, Daniel 17 Liu, Jun 17 Ma, Tian-Hui 17 Mewomo, Oluwatosin Temitope 17 Xu, Yuesheng 17 Zhang, Hui 16 Cai, Jian-Feng 16 Ji, Hui 16 Jung, Miyoun 16 Kang, Myungjoo 16 Lanza, Alessandro 16 Pang, Zhifeng 16 Reichel, Lothar 16 Sun, Defeng 16 Unser, Michael A. 16 Zhu, Wei 15 Buccini, Alessandro 15 Chen, Xiaojun 15 Duan, Yuping 15 Gilboa, Guy 15 Huang, Zheng-Hai 15 Labate, Demetrio 15 Papadakis, Nicolas 15 Rumpf, Martin 15 Tsogka, Chrysoula 15 Weinmann, Andreas 15 Wen, Zaiwen 15 Wu, Zhongming 15 Yang, Yufei 15 Zhang, Bo 14 Aujol, Jean-François 14 Chang, Huibin 14 Darbon, Jerome 14 Deng, Liangjian 14 Duits, Remco 14 Hintermüller, Michael 14 Kutyniok, Gitta 14 Lu, Jian 14 Ma, Feng ...and 7,703 more Authors all top 5 Cited in 497 Journals 447 SIAM Journal on Imaging Sciences 300 Journal of Mathematical Imaging and Vision 280 Inverse Problems 209 Journal of Scientific Computing 187 Inverse Problems and Imaging 163 Applied and Computational Harmonic Analysis 152 SIAM Journal on Optimization 146 Computational Optimization and Applications 120 SIAM Journal on Scientific Computing 119 Mathematical Programming. 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