Edit Profile (opens in new tab) Lou, Yifei Co-Author Distance Author ID: lou.yifei Published as: Lou, Yifei Homepage: https://profiles.utdallas.edu/yifei.lou External Links: MGP · ORCID · Wikidata Documents Indexed: 46 Publications since 2010, including 2 Additional arXiv Preprints 1 Contribution as Editor Co-Authors: 74 Co-Authors with 47 Joint Publications 2,770 Co-Co-Authors all top 5 Co-Authors 0 single-authored 9 Xin, Jack X. 6 Zeng, Tie Yong 5 Bertozzi, Andrea Louise 5 Yan, Ming 4 Chang, Huibin 4 Marchesini, Stefano 4 Qin, Jing 4 Wang, Chao 3 Chowdhury, Mujibur Rahman 3 Hu, Mengqi 3 Osher, Stanley Joel 3 Rahimi, Yaghoub 3 Soatto, Stefano 3 Yang, Xiu 3 Yin, Penghang 2 Ahn, Miju 2 Bui, Kevin V. 2 Esser, Ernie 2 Guo, Weihong 2 He, Qi 2 Kang, Sung Ha 2 Ke, Chengyu 2 Nagy, James Gerard 2 Park, Fredrick 2 Shin, Sunyoung 2 Tao, Min 1 Ashby, Paul D. 1 Aujol, Jean-François 1 Cao, Yan 1 Caseria, Brendan J. 1 Chen, Alex W. J. 1 Chi, Yujie 1 Chuah, Chen-Nee 1 Demir, Ilke 1 Dong, Hongbo 1 Duan, Yuping 1 Enfedaque, Pablo 1 Getreuer, Pascal Tom 1 Gilboa, Guy 1 Hu, Jingwei 1 Huang, Ting-Zhu 1 Jia, Xun 1 Khatri, Rajendra K. C. 1 Kim, Bohyun 1 Li, Bian 1 Li, Bin 1 Li, Mengxia 1 Li, Zhi 1 Liu, Jingjing 1 Ma, Tian-Hui 1 Ma, Yian 1 Micheli, Mario 1 Minkoff, Susan E. 1 Ng, Michael Kwok-Po 1 Ni, Guoxi 1 Popa, Jonathan 1 Shen, Chenyang 1 Shi, Baoli 1 Tian, Guoliang 1 Wang, Bao 1 Wang, Chao 1 Wang, Xu 1 Welker, Kathrin 1 Wong, Wing Hong 1 Xiao, Guanghua 1 Yang, Ming 1 Yang, Yunan 1 Ye, Qiang 1 Zhang, Jun 1 Zhang, Xiaoqun 1 Zhao, Hongkai 1 Zheng, Huiwen 1 Zhou, Linghong 1 Zhu, Bowen all top 5 Serials 10 Journal of Scientific Computing 10 SIAM Journal on Imaging Sciences 4 SIAM Journal on Scientific Computing 4 Inverse Problems and Imaging 3 Inverse Problems 3 Journal of Mathematical Imaging and Vision 1 IEEE Transactions on Signal Processing 1 Acta Crystallographica. Section A 1 Information and Inference 1 SIAM/ASA Journal on Uncertainty Quantification 1 Association for Women in Mathematics Series 1 Journal of Nonlinear and Variational Analysis 1 Communications on Applied Mathematics and Computation 1 La Matematica all top 5 Fields 29 Numerical analysis (65-XX) 21 Information and communication theory, circuits (94-XX) 20 Operations research, mathematical programming (90-XX) 17 Calculus of variations and optimal control; optimization (49-XX) 15 Computer science (68-XX) 6 Functional analysis (46-XX) 6 Biology and other natural sciences (92-XX) 5 Statistics (62-XX) 2 General and overarching topics; collections (00-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Operator theory (47-XX) 2 Optics, electromagnetic theory (78-XX) 1 Real functions (26-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Convex and discrete geometry (52-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 31 Publications have been cited 795 times in 401 Documents Cited by ▼ Year ▼ Minimization of \(\ell_{1-2}\) for compressed sensing. Zbl 1316.90037 Yin, Penghang; Lou, Yifei; He, Qi; Xin, Jack 154 2015 Image recovery via nonlocal operators. Zbl 1203.65088 Lou, Yifei; Zhang, Xiaoqun; Osher, Stanley; Bertozzi, Andrea 95 2010 A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019 Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack 64 2015 Computing sparse representation in a highly coherent dictionary based on difference of \(L_1\) and \(L_2\). Zbl 1327.65111 Lou, Yifei; Yin, Penghang; He, Qi; Xin, Jack 57 2015 Fast L1-L2 minimization via a proximal operator. Zbl 1390.90447 Lou, Yifei; Yan, Ming 56 2018 A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239 Esser, Ernie; Lou, Yifei; Xin, Jack 55 2013 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021 Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 45 2017 A scale-invariant approach for sparse signal recovery. Zbl 1427.94050 Rahimi, Yaghoub; Wang, Chao; Dong, Hongbo; Lou, Yifei 33 2019 Point source super-resolution via non-convex \(L_1\) based methods. Zbl 1354.65125 Lou, Yifei; Yin, Penghang; Xin, Jack 28 2016 Computational aspects of constrained \(L_1\)-\(L_2\) minimization for compressive sensing. Zbl 1370.90176 Lou, Yifei; Osher, Stanley; Xin, Jack 26 2015 Accelerated schemes for the \(L_1/L_2\) minimization. Zbl 1535.94028 Wang, Chao; Yan, Ming; Rahimi, Yaghoub; Lou, Yifei 26 2020 Limited-angle CT reconstruction via the \(L_1/L_2\) minimization. Zbl 1474.92052 Wang, Chao; Tao, Min; Nagy, James G.; Lou, Yifei 19 2021 Phase retrieval from incomplete magnitude information via total variation regularization. Zbl 1352.49034 Chang, Huibin; Lou, Yifei; Ng, Michael K.; Zeng, Tieyong 18 2016 Poisson image denoising based on fractional-order total variation. Zbl 1455.94013 Chowdhury, Mujibur Rahman; Zhang, Jun; Qin, Jing; Lou, Yifei 16 2020 Variational multiplicative noise removal by DC programming. Zbl 1350.49047 Li, Zhi; Lou, Yifei; Zeng, Tieyong 13 2016 Total variation-based phase retrieval for Poisson noise removal. Zbl 1398.65071 Chang, Huibin; Lou, Yifei; Duan, Yuping; Marchesini, Stefano 13 2018 Non-blind and blind deconvolution under Poisson noise using fractional-order total variation. Zbl 1500.94002 Chowdhury, Mujibur Rahman; Qin, Jing; Lou, Yifei 10 2020 An image sharpening operator combined with framelet for image deblurring. Zbl 1468.94022 Liu, Jingjing; Lou, Yifei; Ni, Guoxi; Zeng, Tieyong 10 2020 Minimizing \(L_1\) over \(L_2\) norms on the gradient. Zbl 1487.94031 Wang, Chao; Tao, Min; Chuah, Chen-Nee; Nagy, James; Lou, Yifei 7 2022 Video stabilization of atmospheric turbulence distortion. Zbl 1272.68436 Lou, Yifei; Kang, Sung Ha; Soatto, Stefano; Bertozzi, Andrea L. 7 2013 A novel regularization based on the error function for sparse recovery. Zbl 1462.90069 Guo, Weihong; Lou, Yifei; Qin, Jing; Yan, Ming 7 2021 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 7 2021 Variational phase retrieval with globally convergent preconditioned proximal algorithm. Zbl 1398.65072 Chang, Huibin; Marchesini, Stefano; Lou, Yifei; Zeng, Tieyong 6 2018 A linear systems approach to imaging through turbulence. Zbl 1291.68400 Micheli, Mario; Lou, Yifei; Soatto, Stefano; Bertozzi, Andrea L. 5 2014 Partially blind deblurring of barcode from out-of-focus blur. Zbl 1295.90114 Lou, Yifei; Esser, Ernie; Zhao, Hongkai; Xin, Jack 5 2014 Direct sparse deblurring. Zbl 1255.94022 Lou, Yifei; Bertozzi, Andrea L.; Soatto, Stefano 5 2011 Partially coherent ptychography by gradient decomposition of the probe. Zbl 1444.81008 Chang, Huibin; Enfedaque, Pablo; Lou, Yifei; Marchesini, Stefano 4 2018 Enhancement and recovery in atomic force microscopy images. Zbl 1342.94016 Chen, Alex; Bertozzi, Andrea L.; Ashby, Paul D.; Getreuer, Pascal; Lou, Yifei 1 2013 An efficient smoothing and thresholding image segmentation framework with weighted anisotropic-isotropic total variation. Zbl 1543.68393 Bui, Kevin; Lou, Yifei; Park, Fredrick; Xin, Jack 1 2024 Iteratively reweighted group Lasso based on log-composite regularization. Zbl 1476.62157 Ke, Chengyu; Ahn, Miju; Shin, Sunyoung; Lou, Yifei 1 2021 Low-rank tensor data reconstruction and denoising via ADMM: algorithm and convergence analysis. Zbl 1525.65040 Popa, Jonathan; Lou, Yifei; Minkoff, Susan E. 1 2023 An efficient smoothing and thresholding image segmentation framework with weighted anisotropic-isotropic total variation. Zbl 1543.68393 Bui, Kevin; Lou, Yifei; Park, Fredrick; Xin, Jack 1 2024 Low-rank tensor data reconstruction and denoising via ADMM: algorithm and convergence analysis. Zbl 1525.65040 Popa, Jonathan; Lou, Yifei; Minkoff, Susan E. 1 2023 Minimizing \(L_1\) over \(L_2\) norms on the gradient. Zbl 1487.94031 Wang, Chao; Tao, Min; Chuah, Chen-Nee; Nagy, James; Lou, Yifei 7 2022 Limited-angle CT reconstruction via the \(L_1/L_2\) minimization. Zbl 1474.92052 Wang, Chao; Tao, Min; Nagy, James G.; Lou, Yifei 19 2021 A novel regularization based on the error function for sparse recovery. Zbl 1462.90069 Guo, Weihong; Lou, Yifei; Qin, Jing; Yan, Ming 7 2021 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 7 2021 Iteratively reweighted group Lasso based on log-composite regularization. Zbl 1476.62157 Ke, Chengyu; Ahn, Miju; Shin, Sunyoung; Lou, Yifei 1 2021 Accelerated schemes for the \(L_1/L_2\) minimization. Zbl 1535.94028 Wang, Chao; Yan, Ming; Rahimi, Yaghoub; Lou, Yifei 26 2020 Poisson image denoising based on fractional-order total variation. Zbl 1455.94013 Chowdhury, Mujibur Rahman; Zhang, Jun; Qin, Jing; Lou, Yifei 16 2020 Non-blind and blind deconvolution under Poisson noise using fractional-order total variation. Zbl 1500.94002 Chowdhury, Mujibur Rahman; Qin, Jing; Lou, Yifei 10 2020 An image sharpening operator combined with framelet for image deblurring. Zbl 1468.94022 Liu, Jingjing; Lou, Yifei; Ni, Guoxi; Zeng, Tieyong 10 2020 A scale-invariant approach for sparse signal recovery. Zbl 1427.94050 Rahimi, Yaghoub; Wang, Chao; Dong, Hongbo; Lou, Yifei 33 2019 Fast L1-L2 minimization via a proximal operator. Zbl 1390.90447 Lou, Yifei; Yan, Ming 56 2018 Total variation-based phase retrieval for Poisson noise removal. Zbl 1398.65071 Chang, Huibin; Lou, Yifei; Duan, Yuping; Marchesini, Stefano 13 2018 Variational phase retrieval with globally convergent preconditioned proximal algorithm. Zbl 1398.65072 Chang, Huibin; Marchesini, Stefano; Lou, Yifei; Zeng, Tieyong 6 2018 Partially coherent ptychography by gradient decomposition of the probe. Zbl 1444.81008 Chang, Huibin; Enfedaque, Pablo; Lou, Yifei; Marchesini, Stefano 4 2018 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021 Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 45 2017 Point source super-resolution via non-convex \(L_1\) based methods. Zbl 1354.65125 Lou, Yifei; Yin, Penghang; Xin, Jack 28 2016 Phase retrieval from incomplete magnitude information via total variation regularization. Zbl 1352.49034 Chang, Huibin; Lou, Yifei; Ng, Michael K.; Zeng, Tieyong 18 2016 Variational multiplicative noise removal by DC programming. Zbl 1350.49047 Li, Zhi; Lou, Yifei; Zeng, Tieyong 13 2016 Minimization of \(\ell_{1-2}\) for compressed sensing. Zbl 1316.90037 Yin, Penghang; Lou, Yifei; He, Qi; Xin, Jack 154 2015 A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019 Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack 64 2015 Computing sparse representation in a highly coherent dictionary based on difference of \(L_1\) and \(L_2\). Zbl 1327.65111 Lou, Yifei; Yin, Penghang; He, Qi; Xin, Jack 57 2015 Computational aspects of constrained \(L_1\)-\(L_2\) minimization for compressive sensing. Zbl 1370.90176 Lou, Yifei; Osher, Stanley; Xin, Jack 26 2015 A linear systems approach to imaging through turbulence. Zbl 1291.68400 Micheli, Mario; Lou, Yifei; Soatto, Stefano; Bertozzi, Andrea L. 5 2014 Partially blind deblurring of barcode from out-of-focus blur. Zbl 1295.90114 Lou, Yifei; Esser, Ernie; Zhao, Hongkai; Xin, Jack 5 2014 A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239 Esser, Ernie; Lou, Yifei; Xin, Jack 55 2013 Video stabilization of atmospheric turbulence distortion. Zbl 1272.68436 Lou, Yifei; Kang, Sung Ha; Soatto, Stefano; Bertozzi, Andrea L. 7 2013 Enhancement and recovery in atomic force microscopy images. Zbl 1342.94016 Chen, Alex; Bertozzi, Andrea L.; Ashby, Paul D.; Getreuer, Pascal; Lou, Yifei 1 2013 Direct sparse deblurring. Zbl 1255.94022 Lou, Yifei; Bertozzi, Andrea L.; Soatto, Stefano 5 2011 Image recovery via nonlocal operators. Zbl 1203.65088 Lou, Yifei; Zhang, Xiaoqun; Osher, Stanley; Bertozzi, Andrea 95 2010 all cited Publications top 5 cited Publications all top 5 Cited by 749 Authors 30 Lou, Yifei 23 Zeng, Tie Yong 12 D’Elia, Marta 12 Huang, Ting-Zhu 11 Gunzburger, Max Donald 11 Zhao, Xile 10 Du, Qiang 10 Ng, Michael Kwok-Po 10 Xin, Jack X. 9 Pong, Ting Kei 8 Chang, Huibin 8 Chen, Wengu 8 Ma, Tian-Hui 8 Tian, Xiaochuan 6 Ge, HuanMin 6 Jin, Qiyu 6 Le Thi, Hoai An 6 Ni, Guoxi 6 Shen, Lixin 6 Tai, Xuecheng 6 Wu, Tingting 6 Yu, Bo 5 Ding, Liang 5 Duan, Yuping 5 Li, Fang 5 Li, Guoyin 5 Li, Zhi 5 Marchesini, Stefano 5 Tao, Min 5 Yan, Ming 5 Yin, Penghang 4 Ahn, Miju 4 Bai, Yanqin 4 Bi, Ning 4 Ding, Meng 4 Guan, Qingguang 4 Han, Weimin 4 He, Hongjin 4 Huang, Chaoyan 4 Jiang, Tai-Xiang 4 Jin, Yan 4 Jung, Miyoun 4 Li, Qian 4 Lu, Jian 4 Sun, Jiebao 4 Wang, Wendong 4 Webster, Clayton G. 4 Wu, Chunlin 4 Yang, Jinghua 3 Bui, Kevin V. 3 Capodaglio, Giacomo 3 Chen, Ke 3 Chowdhury, Mujibur Rahman 3 Dao, Minh Ngoc 3 Guo, Zhichang 3 Jost, Jürgen 3 Kang, Myeongmin 3 Li, Peng 3 Liu, Jingjing 3 Liu, Tianxiang 3 Liu, Xinwu 3 Liu, Zhifang 3 Lu, Xiliang 3 Lv, Xiaoguang 3 Ma, Liyan 3 Osher, Stanley Joel 3 Pang, Jong-Shi 3 Pham Dinh Tao 3 Qin, Jing 3 Shen, Zuowei 3 Tran, Hoang Anh 3 Tripp, Erin E. 3 Vollmann, Christian 3 Wang, Chao 3 Wang, Guofang 3 Wang, Jianjun 3 Wen, Youwei 3 Wu, Caiying 3 Xie, Shaohua 3 Xiu, Naihua 3 Yang, Xiu 3 Yu, Peiran 3 Zhang, Xiaoqun 3 Zhang, Xinzhen 3 Zhou, Shenglong 2 Afraites, Lekbir 2 Ahookhosh, Masoud 2 Alemazkoor, Negin 2 An, Congpei 2 Andrés, Fuensanta 2 Bertozzi, Andrea Louise 2 Bochev, Pavel B. 2 Borthagaray, Juan Pablo 2 Boţ, Radu Ioan 2 Cai, Yun 2 Chen, Dai-Qiang 2 Chen, Xiaojun 2 Chen, Yong 2 Cheng, Lizhi 2 De los Reyes, Juan Carlos ...and 649 more Authors all top 5 Cited in 114 Serials 38 Journal of Scientific Computing 28 Inverse Problems 27 SIAM Journal on Imaging Sciences 20 Inverse Problems and Imaging 14 Journal of Computational and Applied Mathematics 13 Computational Optimization and Applications 11 Journal of Global Optimization 11 SIAM Journal on Scientific Computing 8 Computers & Mathematics with Applications 8 SIAM Journal on Optimization 8 Journal of Mathematical Imaging and Vision 8 Applied and Computational Harmonic Analysis 7 Journal of Industrial and Management Optimization 6 Applied Mathematical Modelling 6 Mathematical Programming. Series A. Series B 6 Mathematical Problems in Engineering 6 Analysis and Applications (Singapore) 5 Applied Mathematics and Computation 5 Journal of Optimization Theory and Applications 5 Applied Numerical Mathematics 5 Computational and Applied Mathematics 4 Computer Methods in Applied Mechanics and Engineering 4 Mathematical Methods in the Applied Sciences 4 Information Sciences 4 SIAM Journal on Numerical Analysis 4 Numerical Methods for Partial Differential Equations 4 Numerical Algorithms 4 Advances in Computational Mathematics 4 Optimization Letters 4 SIAM/ASA Journal on Uncertainty Quantification 3 Circuits, Systems, and Signal Processing 3 Neural Networks 3 International Journal of Computer Mathematics 3 Journal of Inverse and Ill-Posed Problems 3 International Journal of Wavelets, Multiresolution and Information Processing 3 Numerical Mathematics: Theory, Methods and Applications 2 Journal of Computational Physics 2 Optimization 2 International Journal of Computer Vision 2 ETNA. Electronic Transactions on Numerical Analysis 2 Optimization Methods & Software 2 Journal of Combinatorial Optimization 2 Discrete Dynamics in Nature and Society 2 Journal of Machine Learning Research (JMLR) 2 Journal of Applied Mathematics and Computing 2 International Journal of Numerical Analysis and Modeling 2 Inverse Problems in Science and Engineering 2 Advances in Applied Mathematics and Mechanics 2 Science China. Mathematics 2 Journal of Nonlinear and Variational Analysis 2 SIAM Journal on Mathematics of Data Science 1 Archive for Rational Mechanics and Analysis 1 Computers and Fluids 1 Journal of Mathematical Analysis and Applications 1 Physica A 1 ZAMP. Zeitschrift für angewandte Mathematik und Physik 1 Mathematics of Computation 1 Annals of the Institute of Statistical Mathematics 1 Applied Mathematics and Optimization 1 BIT 1 Calcolo 1 Canadian Mathematical Bulletin 1 Journal of Functional Analysis 1 Journal of Number Theory 1 Mathematics and Computers in Simulation 1 Mathematics of Operations Research 1 SIAM Journal on Control and Optimization 1 Studies in Applied Mathematics 1 Journal of Computational Mathematics 1 Physica D 1 Acta Mathematicae Applicatae Sinica. English Series 1 Computers & Operations Research 1 Applied Mathematics Letters 1 Multidimensional Systems and Signal Processing 1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences 1 Pattern Recognition 1 SIAM Journal on Applied Mathematics 1 SIAM Journal on Mathematical Analysis 1 Journal of Nonlinear Science 1 Test 1 Applied Mathematics. Series B (English Edition) 1 Numerical Linear Algebra with Applications 1 Top 1 Engineering Analysis with Boundary Elements 1 The Journal of Fourier Analysis and Applications 1 INFORMS Journal on Computing 1 Journal of Applied Analysis 1 Taiwanese Journal of Mathematics 1 Mathematical Methods of Operations Research 1 Journal of Inequalities and Applications 1 Fractional Calculus & Applied Analysis 1 Informatica (Vilnius) 1 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 1 Applied Sciences 1 Journal of Evolution Equations 1 Foundations of Computational Mathematics 1 Discrete and Continuous Dynamical Systems. Series B 1 Computational Methods in Applied Mathematics 1 Journal of Applied Mathematics 1 Acta Numerica ...and 14 more Serials all top 5 Cited in 32 Fields 184 Numerical analysis (65-XX) 177 Operations research, mathematical programming (90-XX) 172 Information and communication theory, circuits (94-XX) 96 Computer science (68-XX) 70 Calculus of variations and optimal control; optimization (49-XX) 39 Partial differential equations (35-XX) 29 Statistics (62-XX) 22 Linear and multilinear algebra; matrix theory (15-XX) 20 Biology and other natural sciences (92-XX) 18 Operator theory (47-XX) 17 Harmonic analysis on Euclidean spaces (42-XX) 16 Functional analysis (46-XX) 11 Integral equations (45-XX) 10 Probability theory and stochastic processes (60-XX) 10 Optics, electromagnetic theory (78-XX) 8 Real functions (26-XX) 7 Approximations and expansions (41-XX) 6 Mechanics of deformable solids (74-XX) 3 Convex and discrete geometry (52-XX) 3 Differential geometry (53-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Ordinary differential equations (34-XX) 2 Fluid mechanics (76-XX) 2 Geophysics (86-XX) 2 Systems theory; control (93-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Number theory (11-XX) 1 Integral transforms, operational calculus (44-XX) 1 General topology (54-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.