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 Documents Indexed: 38 Publications since 2008 1 Contribution as Editor Co-Authors: 61 Co-Authors with 38 Joint Publications 2,631 Co-Co-Authors all top 5 Co-Authors 1 single-authored 8 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 Osher, Stanley Joel 3 Soatto, Stefano 3 Yin, Penghang 2 Chowdhury, Mujibur Rahman 2 Esser, Ernie 2 Guo, Weihong 2 He, Qi 2 Hu, Mengqi 2 Nagy, James Gerard 2 Rahimi, Yaghoub 2 Tao, Min 2 Yang, Xiu 1 Ahn, Miju 1 Ashby, Paul D. 1 Bui, Kevin V. 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 1 Huang, Ting-Zhu 1 Jia, Xun 1 Kang, Sung Ha 1 Ke, Chengyu 1 Khatri, Rajendra K. C. 1 Kim, Bohyun 1 Li, Bin 1 Li, Zhi 1 Liu, Jingjing 1 Ma, Tian-Hui 1 Micheli, Mario 1 Minkoff, Susan E. 1 Ng, Michael Kwok-Po 1 Ni, Guoxi 1 Park, Fredrick 1 Popa, Jonathan 1 Shen, Chenyang 1 Shin, Sunyoung 1 Wang, Bao 1 Welker, Kathrin 1 Wong, Wing Hong 1 Xiao, Guanghua 1 Yang, Ming 1 Ye, Qiang 1 Zhang, Jun 1 Zhang, Xiaoqun 1 Zhao, Hongkai 1 Zhou, Linghong all top 5 Serials 9 SIAM Journal on Imaging Sciences 8 Journal of Scientific Computing 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 SIAM/ASA Journal on Uncertainty Quantification 1 Association for Women in Mathematics Series all top 5 Fields 24 Numerical analysis (65-XX) 18 Information and communication theory, circuits (94-XX) 16 Operations research, mathematical programming (90-XX) 14 Calculus of variations and optimal control; optimization (49-XX) 12 Computer science (68-XX) 6 Biology and other natural sciences (92-XX) 4 Statistics (62-XX) 3 Functional analysis (46-XX) 2 General and overarching topics; collections (00-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Optics, electromagnetic theory (78-XX) 1 Real functions (26-XX) 1 Partial differential equations (35-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 28 Publications have been cited 509 times in 286 Documents Cited by ▼ Year ▼ Minimization of \(\ell_{1-2}\) for compressed sensing. Zbl 1316.90037Yin, Penghang; Lou, Yifei; He, Qi; Xin, Jack 95 2015 Image recovery via nonlocal operators. Zbl 1203.65088Lou, Yifei; Zhang, Xiaoqun; Osher, Stanley; Bertozzi, Andrea 79 2010 Some challenging mathematical problems in evolution of dispersal and population dynamics. Zbl 1300.92083Lou, Y. 67 2008 A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack 44 2015 A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239Esser, Ernie; Lou, Yifei; Xin, Jack 42 2013 Computing sparse representation in a highly coherent dictionary based on difference of \(L_1\) and \(L_2\). Zbl 1327.65111Lou, Yifei; Yin, Penghang; He, Qi; Xin, Jack 37 2015 Fast L1-L2 minimization via a proximal operator. Zbl 1390.90447Lou, Yifei; Yan, Ming 30 2018 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 26 2017 Point source super-resolution via non-convex \(L_1\) based methods. Zbl 1354.65125Lou, Yifei; Yin, Penghang; Xin, Jack 21 2016 Computational aspects of constrained \(L_1\)-\(L_2\) minimization for compressive sensing. Zbl 1370.90176Lou, Yifei; Osher, Stanley; Xin, Jack 19 2015 A scale-invariant approach for sparse signal recovery. Zbl 1427.94050Rahimi, Yaghoub; Wang, Chao; Dong, Hongbo; Lou, Yifei 18 2019 Phase retrieval from incomplete magnitude information via total variation regularization. Zbl 1352.49034Chang, Huibin; Lou, Yifei; Ng, Michael K.; Zeng, Tieyong 12 2016 Accelerated schemes for the \(L_1/L_2\) minimization. Zbl 07590919Wang, Chao; Yan, Ming; Rahimi, Yaghoub; Lou, Yifei 11 2020 Poisson image denoising based on fractional-order total variation. Zbl 1455.94013Chowdhury, Mujibur Rahman; Zhang, Jun; Qin, Jing; Lou, Yifei 9 2020 Limited-angle CT reconstruction via the \(L_1/L_2\) minimization. Zbl 1474.92052Wang, Chao; Tao, Min; Nagy, James G.; Lou, Yifei 8 2021 Variational multiplicative noise removal by DC programming. Zbl 1350.49047Li, Zhi; Lou, Yifei; Zeng, Tieyong 8 2016 Total variation-based phase retrieval for Poisson noise removal. Zbl 1398.65071Chang, Huibin; Lou, Yifei; Duan, Yuping; Marchesini, Stefano 7 2018 An image sharpening operator combined with framelet for image deblurring. Zbl 1468.94022Liu, Jingjing; Lou, Yifei; Ni, Guoxi; Zeng, Tieyong 6 2020 A linear systems approach to imaging through turbulence. Zbl 1291.68400Micheli, Mario; Lou, Yifei; Soatto, Stefano; Bertozzi, Andrea L. 5 2014 Partially blind deblurring of barcode from out-of-focus blur. Zbl 1295.90114Lou, Yifei; Esser, Ernie; Zhao, Hongkai; Xin, Jack 5 2014 Direct sparse deblurring. Zbl 1255.94022Lou, Yifei; Bertozzi, Andrea L.; Soatto, Stefano 5 2011 Variational phase retrieval with globally convergent preconditioned proximal algorithm. Zbl 1398.65072Chang, Huibin; Marchesini, Stefano; Lou, Yifei; Zeng, Tieyong 5 2018 Video stabilization of atmospheric turbulence distortion. Zbl 1272.68436Lou, Yifei; Kang, Sung Ha; Soatto, Stefano; Bertozzi, Andrea L. 4 2013 Non-blind and blind deconvolution under Poisson noise using fractional-order total variation. Zbl 1500.94002Chowdhury, Mujibur Rahman; Qin, Jing; Lou, Yifei 4 2020 A novel regularization based on the error function for sparse recovery. Zbl 1462.90069Guo, Weihong; Lou, Yifei; Qin, Jing; Yan, Ming 3 2021 Partially coherent ptychography by gradient decomposition of the probe. Zbl 1444.81008Chang, Huibin; Enfedaque, Pablo; Lou, Yifei; Marchesini, Stefano 3 2018 Minimizing \(L_1\) over \(L_2\) norms on the gradient. Zbl 1487.94031Wang, Chao; Tao, Min; Chuah, Chen-Nee; Nagy, James; Lou, Yifei 2 2022 Enhancement and recovery in atomic force microscopy images. Zbl 1342.94016Chen, Alex; Bertozzi, Andrea L.; Ashby, Paul D.; Getreuer, Pascal; Lou, Yifei 1 2013 Minimizing \(L_1\) over \(L_2\) norms on the gradient. Zbl 1487.94031Wang, Chao; Tao, Min; Chuah, Chen-Nee; Nagy, James; Lou, Yifei 2 2022 Limited-angle CT reconstruction via the \(L_1/L_2\) minimization. Zbl 1474.92052Wang, Chao; Tao, Min; Nagy, James G.; Lou, Yifei 8 2021 A novel regularization based on the error function for sparse recovery. Zbl 1462.90069Guo, Weihong; Lou, Yifei; Qin, Jing; Yan, Ming 3 2021 Accelerated schemes for the \(L_1/L_2\) minimization. Zbl 07590919Wang, Chao; Yan, Ming; Rahimi, Yaghoub; Lou, Yifei 11 2020 Poisson image denoising based on fractional-order total variation. Zbl 1455.94013Chowdhury, Mujibur Rahman; Zhang, Jun; Qin, Jing; Lou, Yifei 9 2020 An image sharpening operator combined with framelet for image deblurring. Zbl 1468.94022Liu, Jingjing; Lou, Yifei; Ni, Guoxi; Zeng, Tieyong 6 2020 Non-blind and blind deconvolution under Poisson noise using fractional-order total variation. Zbl 1500.94002Chowdhury, Mujibur Rahman; Qin, Jing; Lou, Yifei 4 2020 A scale-invariant approach for sparse signal recovery. Zbl 1427.94050Rahimi, Yaghoub; Wang, Chao; Dong, Hongbo; Lou, Yifei 18 2019 Fast L1-L2 minimization via a proximal operator. Zbl 1390.90447Lou, Yifei; Yan, Ming 30 2018 Total variation-based phase retrieval for Poisson noise removal. Zbl 1398.65071Chang, Huibin; Lou, Yifei; Duan, Yuping; Marchesini, Stefano 7 2018 Variational phase retrieval with globally convergent preconditioned proximal algorithm. Zbl 1398.65072Chang, Huibin; Marchesini, Stefano; Lou, Yifei; Zeng, Tieyong 5 2018 Partially coherent ptychography by gradient decomposition of the probe. Zbl 1444.81008Chang, Huibin; Enfedaque, Pablo; Lou, Yifei; Marchesini, Stefano 3 2018 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 26 2017 Point source super-resolution via non-convex \(L_1\) based methods. Zbl 1354.65125Lou, Yifei; Yin, Penghang; Xin, Jack 21 2016 Phase retrieval from incomplete magnitude information via total variation regularization. Zbl 1352.49034Chang, Huibin; Lou, Yifei; Ng, Michael K.; Zeng, Tieyong 12 2016 Variational multiplicative noise removal by DC programming. Zbl 1350.49047Li, Zhi; Lou, Yifei; Zeng, Tieyong 8 2016 Minimization of \(\ell_{1-2}\) for compressed sensing. Zbl 1316.90037Yin, Penghang; Lou, Yifei; He, Qi; Xin, Jack 95 2015 A weighted difference of anisotropic and isotropic total variation model for image processing. Zbl 1322.94019Lou, Yifei; Zeng, Tieyong; Osher, Stanley; Xin, Jack 44 2015 Computing sparse representation in a highly coherent dictionary based on difference of \(L_1\) and \(L_2\). Zbl 1327.65111Lou, Yifei; Yin, Penghang; He, Qi; Xin, Jack 37 2015 Computational aspects of constrained \(L_1\)-\(L_2\) minimization for compressive sensing. Zbl 1370.90176Lou, Yifei; Osher, Stanley; Xin, Jack 19 2015 A linear systems approach to imaging through turbulence. Zbl 1291.68400Micheli, Mario; Lou, Yifei; Soatto, Stefano; Bertozzi, Andrea L. 5 2014 Partially blind deblurring of barcode from out-of-focus blur. Zbl 1295.90114Lou, Yifei; Esser, Ernie; Zhao, Hongkai; Xin, Jack 5 2014 A method for finding structured sparse solutions to nonnegative least squares problems with applications. Zbl 1282.90239Esser, Ernie; Lou, Yifei; Xin, Jack 42 2013 Video stabilization of atmospheric turbulence distortion. Zbl 1272.68436Lou, Yifei; Kang, Sung Ha; Soatto, Stefano; Bertozzi, Andrea L. 4 2013 Enhancement and recovery in atomic force microscopy images. Zbl 1342.94016Chen, Alex; Bertozzi, Andrea L.; Ashby, Paul D.; Getreuer, Pascal; Lou, Yifei 1 2013 Direct sparse deblurring. Zbl 1255.94022Lou, Yifei; Bertozzi, Andrea L.; Soatto, Stefano 5 2011 Image recovery via nonlocal operators. Zbl 1203.65088Lou, Yifei; Zhang, Xiaoqun; Osher, Stanley; Bertozzi, Andrea 79 2010 Some challenging mathematical problems in evolution of dispersal and population dynamics. Zbl 1300.92083Lou, Y. 67 2008 all cited Publications top 5 cited Publications all top 5 Cited by 556 Authors 24 Lou, Yifei 18 Zeng, Tie Yong 10 Du, Qiang 10 Huang, Ting-Zhu 9 D’Elia, Marta 9 Gunzburger, Max D. 9 Zhao, Xile 8 Pong, Ting Kei 8 Tian, Xiaochuan 8 Xin, Jack X. 7 Chang, Huibin 7 Ma, Tian-Hui 6 Wu, Tingting 5 Chen, Wengu 5 Le Thi, Hoai An 5 Li, Fang 5 Marchesini, Stefano 5 Ni, Guoxi 5 Shen, Lixin 5 Yu, Bo 4 Duan, Yuping 4 Ge, HuanMin 4 Jin, Qiyu 4 Jin, Yan 4 Jung, Miyoun 4 Li, Zhi 4 Ng, Michael Kwok-Po 4 Tao, Min 4 Wang, Chao 4 Wang, Wendong 4 Webster, Clayton G. 4 Yan, Ming 4 Yang, Jinghua 4 Yin, Penghang 3 Ahn, Miju 3 Chen, Ke 3 Ding, Meng 3 Guan, Qingguang 3 Jiang, Tai-Xiang 3 Jost, Jürgen 3 Kang, Myeongmin 3 Li, Guoyin 3 Li, Peng 3 Liu, Jingjing 3 Liu, Tianxiang 3 Lu, Xiliang 3 Lv, Xiaoguang 3 Ma, Liyan 3 Pham Dinh Tao 3 Qin, Jing 3 Shen, Zuowei 3 Tai, Xuecheng 3 Wang, Guofang 3 Wang, Jianjun 3 Wu, Chunlin 3 Xiu, Naihua 3 Yu, Peiran 3 Zhang, Xiaoqun 3 Zhou, Shenglong 2 Ahookhosh, Masoud 2 Alemazkoor, Negin 2 An, Congpei 2 Bai, Yanqin 2 Bertozzi, Andrea Louise 2 Bi, Ning 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 Chowdhury, Mujibur Rahman 2 Deng, Liangjian 2 Ding, Liang 2 Gao, Yiming 2 Gibali, Aviv 2 Grama, Ion G. 2 Han, Weimin 2 He, Qi 2 He, Xing 2 Ho, Vinh Thanh 2 Hu, Mengqi 2 Huang, Zheng-Hai 2 Ji, Hui 2 Ji, Teng-Yu 2 Jin, Zhengmeng 2 Kang, Myungjoo 2 Lai, Yu Hin 2 Lau, Chun Pong 2 Li, Ji 2 Li, Qia 2 Li, Qian 2 Li, Zeyu 2 Lian, Wenhui 2 Liang, Xiubo 2 Liu, Quansheng 2 Liu, Xinwu 2 Lu, Jian 2 Lu, Zhaosong ...and 456 more Authors all top 5 Cited in 98 Serials 27 Journal of Scientific Computing 19 Inverse Problems 18 SIAM Journal on Imaging Sciences 13 Inverse Problems and Imaging 10 Journal of Computational and Applied Mathematics 10 SIAM Journal on Scientific Computing 8 Applied and Computational Harmonic Analysis 7 Journal of Mathematical Imaging and Vision 6 Computers & Mathematics with Applications 6 Journal of Global Optimization 6 SIAM Journal on Optimization 6 Computational Optimization and Applications 6 Mathematical Problems in Engineering 5 Applied Mathematics and Computation 5 Applied Mathematical Modelling 5 Mathematical Programming. Series A. Series B 5 Analysis and Applications (Singapore) 4 Computer Methods in Applied Mechanics and Engineering 4 SIAM Journal on Numerical Analysis 4 Applied Numerical Mathematics 3 Information Sciences 3 Neural Networks 3 Advances in Computational Mathematics 3 Journal of Industrial and Management Optimization 2 Journal of Computational Physics 2 Circuits, Systems, and Signal Processing 2 Optimization 2 Numerical Algorithms 2 International Journal of Computer Mathematics 2 International Journal of Computer Vision 2 Computational and Applied Mathematics 2 Journal of Inverse and Ill-Posed Problems 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 Wavelets, Multiresolution and Information Processing 2 International Journal of Numerical Analysis and Modeling 2 Inverse Problems in Science and Engineering 2 Optimization Letters 2 Numerical Mathematics: Theory, Methods and Applications 2 Science China. Mathematics 2 SIAM/ASA Journal on Uncertainty Quantification 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 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 Journal of Functional Analysis 1 Journal of Number Theory 1 Mathematics of Operations Research 1 SIAM Journal on Control and Optimization 1 Computers & Operations Research 1 Numerical Methods for Partial Differential Equations 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 Mathematical Methods of Operations Research 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 1 Computational & Mathematical Methods in Medicine 1 Advances in Applied Mathematics and Mechanics 1 Journal of the Korean Society for Industrial and Applied Mathematics 1 Information and Inference 1 Journal of the Operations Research Society of China 1 East Asian Journal on Applied Mathematics 1 Philosophical Transactions A. Royal Society of London 1 AIMS Mathematics 1 Mathematical Foundations of Computing 1 Results in Applied Mathematics 1 Sampling Theory, Signal Processing, and Data Analysis all top 5 Cited in 30 Fields 138 Numerical analysis (65-XX) 133 Information and communication theory, circuits (94-XX) 118 Operations research, mathematical programming (90-XX) 69 Computer science (68-XX) 54 Calculus of variations and optimal control; optimization (49-XX) 28 Partial differential equations (35-XX) 22 Statistics (62-XX) 16 Linear and multilinear algebra; matrix theory (15-XX) 14 Biology and other natural sciences (92-XX) 13 Functional analysis (46-XX) 13 Operator theory (47-XX) 11 Harmonic analysis on Euclidean spaces (42-XX) 8 Probability theory and stochastic processes (60-XX) 8 Optics, electromagnetic theory (78-XX) 7 Integral equations (45-XX) 6 Real functions (26-XX) 6 Mechanics of deformable solids (74-XX) 4 Approximations and expansions (41-XX) 3 Ordinary differential equations (34-XX) 3 Convex and discrete geometry (52-XX) 2 Differential geometry (53-XX) 2 Fluid mechanics (76-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Systems theory; control (93-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Number theory (11-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Mathematics education (97-XX) Citations by Year