Yifei Lou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 55

Top Topics

Total Variation

Image Segmentation

Top Venues

SIAM J. Imaging Sci.

J. Sci. Comput.

SIAM J. Sci. Comput.

Publications

Huiwen Zheng, Yifei Lou, Guoliang Tian, Chao Wang
A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion. SIAM J. Imaging Sci. 17 (1) (2024)
Rohin Harikumar, Susan E. Minkoff, Yifei Lou
A low-rank tensor reconstruction and denoising method for enhancing CNN performance. SSIAI (2024)
Linlin Yu, Yifei Lou, Feng Chen
Uncertainty-aware Graph-based Hyperspectral Image Classification. ICLR (2024)
Weihong Guo, Yifei Lou, Jing Qin, Ming Yan
Time-Varying Graph Signal Recovery Using High-Order Smoothness and Adaptive Low-rankness. CoRR (2024)
Chengyu Ke, Sunyoung Shin, Yifei Lou, Miju Ahn
A Generalized Formulation for Group Selection via ADMM. J. Sci. Comput. 100 (1) (2024)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise. Frontiers Comput. Sci. 5 (2023)
Chao Wang, Jean-François Aujol, Guy Gilboa, Yifei Lou
Minimizing Quotient Regularization Model. CoRR (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Efficient Image Segmentation Framework with Difference of Anisotropic and Isotropic Total Variation for Blur and Poisson Noise Removal. CoRR (2023)
Zheng Tan, Longxiu Huang, HanQin Cai, Yifei Lou
Non-Convex Approaches for Low-Rank Tensor Completion under Tubal Sampling. ICASSP (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. ICIP (2023)
Jonathan Popa, Yifei Lou, Susan E. Minkoff
Low-Rank Tensor Data Reconstruction and Denoising via ADMM: Algorithm and Convergence Analysis. J. Sci. Comput. 97 (2) (2023)
Mengqi Hu, Yifei Lou, Bao Wang, Ming Yan, Xiu Yang, Qiang Ye
Accelerated Sparse Recovery via Gradient Descent with Nonlinear Conjugate Gradient Momentum. J. Sci. Comput. 95 (1) (2023)
Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot
Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Russell Hart, Linlin Yu, Yifei Lou, Feng Chen
Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization. NeurIPS (2023)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. CoRR (2023)
Zheng Tan, Longxiu Huang, HanQin Cai, Yifei Lou
Non-convex approaches for low-rank tensor completion under tubal sampling. CoRR (2023)
Russell Alan Hart, Linlin Yu, Yifei Lou, Feng Chen
Improvements on Uncertainty Quantification for Node Classification via Distance-Based Regularization. CoRR (2023)
Mengqi Hu, Yifei Lou, Xiu Yang
A General Framework of Rotational Sparse Approximation in Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 10 (4) (2022)
Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, P. Jeffrey Brantingham
Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth. Big Data (2022)
Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
A Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation. CoRR (2022)
Jing Qin, Harlin Lee, Jocelyn T. Chi, Lucas Drumetz, Jocelyn Chanussot, Yifei Lou, Andrea L. Bertozzi
Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon
Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors. IEEE Trans. Medical Imaging 40 (1) (2021)
Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation. SIAM J. Imaging Sci. 14 (3) (2021)
Chao Wang, Min Tao, Chen-Nee Chuah, James G. Nagy, Yifei Lou
Minimizing L1 over L2 norms on the gradient. CoRR (2021)
Chao Wang, Min Tao, James G. Nagy, Yifei Lou
Minimization. SIAM J. Imaging Sci. 14 (2) (2021)
Chengyu Ke, Miju Ahn, Sunyoung Shin, Yifei Lou
Iteratively Reweighted Group Lasso Based on Log-Composite Regularization. SIAM J. Sci. Comput. 43 (5) (2021)
Weihong Guo, Yifei Lou, Jing Qin, Ming Yan
A Novel Regularization Based on the Error Function for Sparse Recovery. J. Sci. Comput. 87 (1) (2021)
Yunan Yang, Jingwei Hu, Yifei Lou
Implicit Regularization Effects of the Sobolev Norms in Image Processing. CoRR (2021)
Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation. CoRR (2020)
Chao Wang, Ming Yan, Yaghoub Rahimi, Yifei Lou
Accelerated Schemes for the $L_1/L_2$ Minimization. IEEE Trans. Signal Process. 68 (2020)
Chao Wang, Min Tao, James G. Nagy, Yifei Lou
Limited-angle CT reconstruction via the L1/L2 minimization. CoRR (2020)
Mujibur Rahman Chowdhury, Jing Qin, Yifei Lou
Non-blind and Blind Deconvolution Under Poisson Noise Using Fractional-Order Total Variation. J. Math. Imaging Vis. 62 (9) (2020)
Weihong Guo, Yifei Lou, Jing Qin, Ming Yan
A Novel Regularization Based on the Error Function for Sparse Recovery. CoRR (2020)
Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon
Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. CoRR (2019)
Samiha Rouf, Chenyang Shen, Yan Cao, Conner Davis, Xun Jia, Yifei Lou
A Neural Network Approach for Image Reconstruction from a Single X-Ray Projection. MIUA (2019)
Jing Qin, Harlin Lee, Jocelyn T. Chi, Yifei Lou, Jocelyn Chanussot, Andrea L. Bertozzi
Fast Blind Hyperspectral Unmixing Based On Graph Laplacian. WHISPERS (2019)
Wing Hong Wong, Yifei Lou, Tieyong Zeng
Phase Retrieval for Binary Signals: Box Relaxation and Uniqueness. CoRR (2019)
Jing Qin, Yifei Lou
L1-2 Regularized Logistic Regression. ACSSC (2019)
Yaghoub Rahimi, Chao Wang, Hongbo Dong, Yifei Lou
A Scale-Invariant Approach for Sparse Signal Recovery. SIAM J. Sci. Comput. 41 (6) (2019)
Huibin Chang, Stefano Marchesini, Yifei Lou, Tieyong Zeng
Variational Phase Retrieval with Globally Convergent Preconditioned Proximal Algorithm. SIAM J. Imaging Sci. 11 (1) (2018)
Russell Hart, Huibin Chang, Yifei Lou
Empirical Studies on Phase Retrieval. IVMSP (2018)
Bin Li, Chenyang Shen, Yujie Chi, Ming Yang, Yifei Lou, Linghong Zhou, Xun Jia
Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm. SIAM J. Imaging Sci. 11 (2) (2018)
Yaghoub Rahimi, Chao Wang, Hongbo Dong, Yifei Lou
A Scale Invariant Approach for Sparse Signal Recovery. CoRR (2018)
Feng Liu, Shouyi Wang, Jing Qin, Yifei Lou, Jay M. Rosenberger
Estimating Latent Brain Sources with Low-Rank Representation and Graph Regularization. BI (2018)
Huibin Chang, Yifei Lou, Yuping Duan, Stefano Marchesini
Total Variation-Based Phase Retrieval for Poisson Noise Removal. SIAM J. Imaging Sci. 11 (1) (2018)
Yifei Lou, Ming Yan
Fast L1-L2 Minimization via a Proximal Operator. J. Sci. Comput. 74 (2) (2018)
Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang
Models for Sparse Recovery and Rank Minimization. SIAM J. Imaging Sci. 10 (3) (2017)
Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao
Group-based truncated l1-2 model for image inpainting. ICIP (2017)
Feng Liu, Jay M. Rosenberger, Yifei Lou, Rahilsadat Hosseini, Jianzhong Su, Shouyi Wang
Graph Regularized EEG Source Imaging with In-Class Consistency and Out-Class Discrimination. IEEE Trans. Big Data 3 (4) (2017)
Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao, Yifei Lou
Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior. Inf. Sci. 408 (2017)
Huibin Chang, Yifei Lou, Michael K. Ng, Tieyong Zeng
Phase Retrieval from Incomplete Magnitude Information via Total Variation Regularization. SIAM J. Sci. Comput. 38 (6) (2016)
Yifei Lou, Ming Yan
Minimization via a Proximal Operator. CoRR (2016)
Fredrick Park, Yifei Lou, Jack Xin
A weighted difference of anisotropic and isotropic total variation for relaxed Mumford-Shah image segmentation. ICIP (2016)
Yifei Lou, Penghang Yin, Jack Xin
Based Methods. J. Sci. Comput. 68 (3) (2016)
Zhi Li, Yifei Lou, Tieyong Zeng
Variational Multiplicative Noise Removal by DC Programming. J. Sci. Comput. 68 (3) (2016)
Penghang Yin, Yifei Lou, Qi He, Jack Xin
for Compressed Sensing. SIAM J. Sci. Comput. 37 (1) (2015)
Yifei Lou, Penghang Yin, Qi He, Jack Xin
. J. Sci. Comput. 64 (1) (2015)
Yifei Lou, Stanley J. Osher, Jack Xin
Computational Aspects of Constrained L 1-L 2 Minimization for Compressive Sensing. MCO (1) (2015)
Yifei Lou, Tieyong Zeng, Stanley J. Osher, Jack Xin
A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image Processing. SIAM J. Imaging Sci. 8 (3) (2015)
Yifei Lou, Ernie Esser, Hongkai Zhao, Jack Xin
Partially Blind Deblurring of Barcode from Out-of-Focus Blur. SIAM J. Imaging Sci. 7 (2) (2014)
Mario Micheli, Yifei Lou, Stefano Soatto, Andrea L. Bertozzi
A Linear Systems Approach to Imaging Through Turbulence. J. Math. Imaging Vis. 48 (1) (2014)
Ernie Esser, Yifei Lou, Jack Xin
A Method for Finding Structured Sparse Solutions to Nonnegative Least Squares Problems with Applications. SIAM J. Imaging Sci. 6 (4) (2013)
Yifei Lou, Andrei Irimia, Patricio A. Vela, Micah C. Chambers, John D. Van Horn, Paul M. Vespa, Allen R. Tannenbaum
Multimodal Deformable Registration of Traumatic Brain Injury MR Volumes via the Bhattacharyya Distance. IEEE Trans. Biomed. Eng. 60 (9) (2013)
Yifei Lou, Tianye Niu, Xun Jia, Patricio A. Vela, Lei Zhu, Allen R. Tannenbaum
Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy. Medical Image Anal. 17 (3) (2013)
Yifei Lou, Andrea L. Bertozzi, Stefano Soatto
Direct Sparse Deblurring. J. Math. Imaging Vis. 39 (1) (2011)
Yifei Lou, Xiaoqun Zhang, Stanley J. Osher, Andrea L. Bertozzi
Image Recovery via Nonlocal Operators. J. Sci. Comput. 42 (2) (2010)
Xun Jia, Yifei Lou, Bin Dong, Zhen Tian, Steve B. Jiang
4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization. MICCAI (1) (2010)
Yifei Lou, Paolo Favaro, Stefano Soatto, Andrea L. Bertozzi
Nonlocal Similarity Image Filtering. ICIAP (2009)
Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang
A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. ICMLA (2009)
Yifei Lou, Paolo Favaro, Andrea L. Bertozzi, Stefano Soatto
Autocalibration and Uncalibrated Reconstruction of Shape from Defocus. CVPR (2007)