Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties

Xinxin Liu, Xiliang Lu, Huanfeng Shen, +3

IEEE Transactions on Geoscience and Remote Sensing

Remote Sensing ImagesEngineeringSparse ImagingStripe ComponentNoise Reduction +17

A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods

Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, +2

IEEE Transactions on Geoscience and Remote Sensing

Numerical AnalysisMathematical ProgrammingUniversal Destriping FrameworkEngineeringVariational Analysis +21

A Nonconvex Model with Minimax Concave Penalty for Image Restoration

Juntao You, Yuling Jiao, Xiliang Lu, +1

Journal of Scientific Computing

DeblurringImage ReconstructionImage AnalysisEngineeringMedical Imaging +9

Membership Affinity Lasso for Fuzzy Clustering

Li Guo, Long Chen, Xiliang Lu, +1

IEEE Transactions on Fuzzy Systems

Membership Affinity LassoDocument ClusteringFuzzy LogicEngineeringMachine Learning +8

Alternating Direction Method of Multipliers for Linear Inverse Problems

Yuling Jiao, Qinian Jin, Xiliang Lu, +1

SIAM Journal on Numerical Analysis

Numerical AnalysisConic OptimizationMathematical ProgrammingLinear Inverse ProblemsEngineering +11

An Alternating Direction Method with Continuation for Nonconvex Low Rank Minimization

Zheng‐Fen Jin, Zhongping Wan, Yuling Jiao, +1

Journal of Scientific Computing

Numerical AnalysisMathematical ProgrammingEngineeringSemidefinite ProgrammingInverse Problems +5

Numerical identification of a Robin coefficient in parabolic problems

Bangti Jin, Xiliang Lu

Mathematics of Computation

Numerical AnalysisFinite Element MethodInverse ProblemMethod Of Fundamental SolutionEngineering +12

Characterization of the interaction between cationic Erbium (III)–porphyrin complex with bovine serum albumin

Xiliang Lu, Jianjun Fan, Yi Liu, +1

Journal of Molecular Structure

BiochemistryBioanalysisBovine Serum AlbuminMedicineBiophysics +1

Group Sparse Recovery via the $\ell ^0(\ell ^2)$ Penalty: Theory and Algorithm

Yuling Jiao, Bangti Jin, Xiliang Lu

IEEE Transactions on Signal Processing

Sparse RepresentationEngineering\Ell ^2Compressive SensingSignal Reconstruction +10

A Primal Dual Active Set Algorithm With Continuation for Compressed Sensing

Qibin Fan, Yuling Jiao, Xiliang Lu

IEEE Transactions on Signal Processing

Mathematical ProgrammingNumerical AnalysisRegularization ParameterSparse RepresentationEngineering +12