Wang, Weixi; Li, Ji; Ji, Hui \(L_1\)-norm regularization for short-and-sparse blind deconvolution: point source separability and region selection. (English) Zbl 1524.94034 SIAM J. Imaging Sci. 15, No. 3, 1345-1372 (2022). MSC: 94A08 65K10 PDFBibTeX XMLCite \textit{W. Wang} et al., SIAM J. Imaging Sci. 15, No. 3, 1345--1372 (2022; Zbl 1524.94034) Full Text: DOI
Huo, Limei; Chen, Wengu; Ge, Huanmin; Ng, Michael K. Stable image reconstruction using transformed total variation minimization. (English) Zbl 1492.94020 SIAM J. Imaging Sci. 15, No. 3, 1104-1139 (2022). MSC: 94A08 65F22 PDFBibTeX XMLCite \textit{L. Huo} et al., SIAM J. Imaging Sci. 15, No. 3, 1104--1139 (2022; Zbl 1492.94020) Full Text: DOI
Ge, Huanmin; Chen, Wengu; Ng, Michael K. New restricted isometry property analysis for \(\ell_1-\ell_2\) minimization methods. (English) Zbl 1474.94041 SIAM J. Imaging Sci. 14, No. 2, 530-557 (2021). MSC: 94A12 90C26 90C90 PDFBibTeX XMLCite \textit{H. Ge} et al., SIAM J. Imaging Sci. 14, No. 2, 530--557 (2021; Zbl 1474.94041) Full Text: DOI
Qu, Qing; Li, Xiao; Zhu, Zhihui Exact recovery of multichannel sparse blind deconvolution via gradient descent. (English) Zbl 1456.65043 SIAM J. Imaging Sci. 13, No. 3, 1630-1652 (2020). MSC: 94A12 65K05 65Y20 65D18 68U10 90C26 PDFBibTeX XMLCite \textit{Q. Qu} et al., SIAM J. Imaging Sci. 13, No. 3, 1630--1652 (2020; Zbl 1456.65043) Full Text: DOI
Song, Anna; Uhlmann, Virginie; Fageot, Julien; Unser, Michael Dictionary learning for two-dimensional Kendall shapes. (English) Zbl 1455.94069 SIAM J. Imaging Sci. 13, No. 1, 141-175 (2020). MSC: 94A12 65J22 51M99 65D18 65D05 PDFBibTeX XMLCite \textit{A. Song} et al., SIAM J. Imaging Sci. 13, No. 1, 141--175 (2020; Zbl 1455.94069) Full Text: DOI arXiv
Polisano, Kévin; Condat, Laurent; Clausel, Marianne; Perrier, Valérie A convex approach to superresolution and regularization of lines in images. (English) Zbl 1422.94008 SIAM J. Imaging Sci. 12, No. 1, 211-258 (2019). MSC: 94A08 94A12 94A20 47N10 90C22 90C25 PDFBibTeX XMLCite \textit{K. Polisano} et al., SIAM J. Imaging Sci. 12, No. 1, 211--258 (2019; Zbl 1422.94008) Full Text: DOI
Plaut, Elad; Giryes, Raja A greedy approach to \(\ell_{0,\infty}\)-based convolutional sparse coding. (English) Zbl 1475.94024 SIAM J. Imaging Sci. 12, No. 1, 186-210 (2019). MSC: 94A08 62H35 68U10 PDFBibTeX XMLCite \textit{E. Plaut} and \textit{R. Giryes}, SIAM J. Imaging Sci. 12, No. 1, 186--210 (2019; Zbl 1475.94024) Full Text: DOI arXiv
Geng, Tianyu; Sun, Guiling; Xu, Yi; He, Jingfei Truncated nuclear norm minimization based group sparse representation for image restoration. (English) Zbl 1419.94005 SIAM J. Imaging Sci. 11, No. 3, 1878-1897 (2018). MSC: 94A08 68U10 PDFBibTeX XMLCite \textit{T. Geng} et al., SIAM J. Imaging Sci. 11, No. 3, 1878--1897 (2018; Zbl 1419.94005) Full Text: DOI
Liu, Jialin; Garcia-Cardona, Cristina; Wohlberg, Brendt; Yin, Wotao First- and second-order methods for online convolutional dictionary learning. (English) Zbl 1401.94019 SIAM J. Imaging Sci. 11, No. 2, 1589-1628 (2018). MSC: 94A08 68U10 94A12 90C26 PDFBibTeX XMLCite \textit{J. Liu} et al., SIAM J. Imaging Sci. 11, No. 2, 1589--1628 (2018; Zbl 1401.94019) Full Text: DOI arXiv
Chenot, Cécile; Bobin, Jérôme Blind source separation with outliers in transformed domains. (English) Zbl 1455.94011 SIAM J. Imaging Sci. 11, No. 2, 1524-1559 (2018). MSC: 94A08 68U10 PDFBibTeX XMLCite \textit{C. Chenot} and \textit{J. Bobin}, SIAM J. Imaging Sci. 11, No. 2, 1524--1559 (2018; Zbl 1455.94011) Full Text: DOI
Lei, Yunwen; Zhou, Ding-Xuan Learning theory of randomized sparse Kaczmarz method. (English) Zbl 1437.94020 SIAM J. Imaging Sci. 11, No. 1, 547-574 (2018). MSC: 94A08 65F10 68T05 PDFBibTeX XMLCite \textit{Y. Lei} and \textit{D.-X. Zhou}, SIAM J. Imaging Sci. 11, No. 1, 547--574 (2018; Zbl 1437.94020) Full Text: DOI
Kutyniok, Gitta; Lim, Wang-Q Optimal compressive imaging of Fourier data. (English) Zbl 1437.94043 SIAM J. Imaging Sci. 11, No. 1, 507-546 (2018). MSC: 94A20 41A46 94A12 PDFBibTeX XMLCite \textit{G. Kutyniok} and \textit{W.-Q Lim}, SIAM J. Imaging Sci. 11, No. 1, 507--546 (2018; Zbl 1437.94043) Full Text: DOI arXiv
Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. (English) Zbl 1397.94021 SIAM J. Imaging Sci. 10, No. 3, 1346-1380 (2017). MSC: 94A12 15A83 65K10 90C26 PDFBibTeX XMLCite \textit{T.-H. Ma} et al., SIAM J. Imaging Sci. 10, No. 3, 1346--1380 (2017; Zbl 1397.94021) Full Text: DOI
Yoo, Jaejun; Jung, Younghoon; Lim, Mikyoung; Ye, Jong Chul; Wahab, Abdul A joint sparse recovery framework for accurate reconstruction of inclusions in elastic media. (English) Zbl 1391.35428 SIAM J. Imaging Sci. 10, No. 3, 1104-1138 (2017). MSC: 35R30 74B05 74J20 78A46 15A29 45Q05 65F50 94A12 PDFBibTeX XMLCite \textit{J. Yoo} et al., SIAM J. Imaging Sci. 10, No. 3, 1104--1138 (2017; Zbl 1391.35428) Full Text: DOI arXiv
Zhan, Ruohan; Dong, Bin CT image reconstruction by spatial-Radon domain data-driven tight frame regularization. (English) Zbl 1343.92272 SIAM J. Imaging Sci. 9, No. 3, 1063-1083 (2016). MSC: 92C55 68U10 65K15 PDFBibTeX XMLCite \textit{R. Zhan} and \textit{B. Dong}, SIAM J. Imaging Sci. 9, No. 3, 1063--1083 (2016; Zbl 1343.92272) Full Text: DOI arXiv
Escande, Paul; Weiss, Pierre Sparse wavelet representations of spatially varying blurring operators. (English) Zbl 1381.94017 SIAM J. Imaging Sci. 8, No. 4, 2976-3014 (2015). MSC: 94A08 65F50 65R20 65R30 47A58 47G10 47G30 PDFBibTeX XMLCite \textit{P. Escande} and \textit{P. Weiss}, SIAM J. Imaging Sci. 8, No. 4, 2976--3014 (2015; Zbl 1381.94017) Full Text: DOI arXiv
Fageot, Julien; Bostan, Emrah; Unser, Michael Wavelet statistics of sparse and self-similar images. (English) Zbl 1348.60059 SIAM J. Imaging Sci. 8, No. 4, 2951-2975 (2015). MSC: 60G18 62M40 60F05 60G20 42C40 94A08 PDFBibTeX XMLCite \textit{J. Fageot} et al., SIAM J. Imaging Sci. 8, No. 4, 2951--2975 (2015; Zbl 1348.60059) Full Text: DOI Link
Ravishankar, Saiprasad; Bresler, Yoram Efficient blind compressed sensing using sparsifying transforms with convergence guarantees and application to magnetic resonance imaging. (English) Zbl 1343.94013 SIAM J. Imaging Sci. 8, No. 4, 2519-2557 (2015). MSC: 94A08 65F50 68T05 92C55 PDFBibTeX XMLCite \textit{S. Ravishankar} and \textit{Y. Bresler}, SIAM J. Imaging Sci. 8, No. 4, 2519--2557 (2015; Zbl 1343.94013) Full Text: DOI arXiv
Romano, Yaniv; Elad, Michael Boosting of image denoising algorithms. (English) Zbl 1341.94006 SIAM J. Imaging Sci. 8, No. 2, 1187-1219 (2015). MSC: 94A08 05C50 47A52 62H35 PDFBibTeX XMLCite \textit{Y. Romano} and \textit{M. Elad}, SIAM J. Imaging Sci. 8, No. 2, 1187--1219 (2015; Zbl 1341.94006) Full Text: DOI arXiv
Fraysse, A.; Rodet, T. A measure-theoretic variational Bayesian algorithm for large dimensional problems. (English) Zbl 1309.65064 SIAM J. Imaging Sci. 7, No. 4, 2591-2622 (2014). MSC: 65J20 94A12 65J22 47J06 90C25 PDFBibTeX XMLCite \textit{A. Fraysse} and \textit{T. Rodet}, SIAM J. Imaging Sci. 7, No. 4, 2591--2622 (2014; Zbl 1309.65064) Full Text: DOI
Guler, R. A.; Tari, S.; Unal, G. Screened Poisson hyperfields for shape coding. (English) Zbl 1320.68068 SIAM J. Imaging Sci. 7, No. 4, 2558-2590 (2014). MSC: 68P20 35J05 57N25 68T45 68U10 94A08 PDFBibTeX XMLCite \textit{R. A. Guler} et al., SIAM J. Imaging Sci. 7, No. 4, 2558--2590 (2014; Zbl 1320.68068) Full Text: DOI Link
Genzel, Martin; Kutyniok, Gitta Asymptotic analysis of inpainting via universal shearlet systems. (English) Zbl 1307.42033 SIAM J. Imaging Sci. 7, No. 4, 2301-2339 (2014). MSC: 94A08 42C40 42C15 65J22 65T60 68U10 PDFBibTeX XMLCite \textit{M. Genzel} and \textit{G. Kutyniok}, SIAM J. Imaging Sci. 7, No. 4, 2301--2339 (2014; Zbl 1307.42033) Full Text: DOI arXiv
Bosch, Jessica; Kay, David; Stoll, Martin; Wathen, Andrew J. Fast solvers for Cahn-Hilliard inpainting. (English) Zbl 1298.68284 SIAM J. Imaging Sci. 7, No. 1, 67-97 (2014). MSC: 68U10 94A08 65F08 65F10 65N22 65F50 65M60 93C20 35R35 74S05 35K55 80A22 PDFBibTeX XMLCite \textit{J. Bosch} et al., SIAM J. Imaging Sci. 7, No. 1, 67--97 (2014; Zbl 1298.68284) Full Text: DOI Link
Fawzi, Alhussein; Frossard, Pascal Image registration with sparse approximations in parametric dictionaries. (English) Zbl 1279.68325 SIAM J. Imaging Sci. 6, No. 4, 2370-2403 (2013). MSC: 68U10 94A08 68T10 90C59 PDFBibTeX XMLCite \textit{A. Fawzi} and \textit{P. Frossard}, SIAM J. Imaging Sci. 6, No. 4, 2370--2403 (2013; Zbl 1279.68325) Full Text: DOI arXiv
Aghasi, Alireza; Romberg, Justin Sparse shape reconstruction. (English) Zbl 1281.65026 SIAM J. Imaging Sci. 6, No. 4, 2075-2108 (2013). MSC: 65D18 92C55 65K05 90C30 PDFBibTeX XMLCite \textit{A. Aghasi} and \textit{J. Romberg}, SIAM J. Imaging Sci. 6, No. 4, 2075--2108 (2013; Zbl 1281.65026) Full Text: DOI arXiv
Kutyniok, Gitta Clustered sparsity and separation of cartoon and texture. (English) Zbl 1280.42036 SIAM J. Imaging Sci. 6, No. 2, 848-874 (2013). MSC: 42C40 42C15 65K10 65T99 90C25 94A08 PDFBibTeX XMLCite \textit{G. Kutyniok}, SIAM J. Imaging Sci. 6, No. 2, 848--874 (2013; Zbl 1280.42036) Full Text: DOI arXiv
Chouzenoux, Emilie; Jezierska, Anna; Pesquet, Jean-Christophe; Talbot, Hugues A majorize-minimize subspace approach for \(\ell_2-\ell_0\) image regularization. (English) Zbl 1281.65030 SIAM J. Imaging Sci. 6, No. 1, 563-591 (2013). MSC: 65D18 90C26 65K05 PDFBibTeX XMLCite \textit{E. Chouzenoux} et al., SIAM J. Imaging Sci. 6, No. 1, 563--591 (2013; Zbl 1281.65030) Full Text: DOI arXiv
Schaeffer, Hayden; Osher, Stanley A low patch-rank interpretation of texture. (English) Zbl 1335.68287 SIAM J. Imaging Sci. 6, No. 1, 226-262 (2013). MSC: 68U10 49M27 62H25 65K05 94A08 PDFBibTeX XMLCite \textit{H. Schaeffer} and \textit{S. Osher}, SIAM J. Imaging Sci. 6, No. 1, 226--262 (2013; Zbl 1335.68287) Full Text: DOI
Xing, Zhengming; Zhou, Mingyuan; Castrodad, Alexey; Sapiro, Guillermo; Carin, Lawrence Dictionary learning for noisy and incomplete hyperspectral images. (English) Zbl 1316.62094 SIAM J. Imaging Sci. 5, No. 1, 33-56 (2012). MSC: 62H35 60G15 62F15 68U10 94A08 PDFBibTeX XMLCite \textit{Z. Xing} et al., SIAM J. Imaging Sci. 5, No. 1, 33--56 (2012; Zbl 1316.62094) Full Text: DOI Link
Seeger, Matthias W.; Nickisch, Hannes Large scale Bayesian inference and experimental design for sparse linear models. (English) Zbl 1215.68232 SIAM J. Imaging Sci. 4, No. 1, 166-199 (2011). MSC: 68T37 62F15 PDFBibTeX XMLCite \textit{M. W. Seeger} and \textit{H. Nickisch}, SIAM J. Imaging Sci. 4, No. 1, 166--199 (2011; Zbl 1215.68232) Full Text: DOI arXiv
Hager, William W.; Phan, Dzung T.; Zhang, Hongchao Gradient-based methods for sparse recovery. (English) Zbl 1209.90266 SIAM J. Imaging Sci. 4, No. 1, 146-165 (2011). MSC: 90C06 90C25 65Y20 94A08 PDFBibTeX XMLCite \textit{W. W. Hager} et al., SIAM J. Imaging Sci. 4, No. 1, 146--165 (2011; Zbl 1209.90266) Full Text: DOI arXiv