Lixin Shen

Area of research

Computer Vision and Pattern Recognition · Computational Mechanics

Research interest

Research interests include Image and Signal Denoising Methods, Sparse and Compressive Sensing Techniques, Advanced Image Processing Techniques, and Advanced Image Fusion Techniques.

h-index

citations

4,008

works

180

NIH funding

—

primary concept

—

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Recent publications

A proximal algorithm with backtracked extrapolation for a class of structured fractional programming

Applied and Computational Harmonic Analysis 2021cited by 16position: middledoi

Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing

Advances in Computational Mathematics 2014cited by 48position: middledoi

Noisy 1-bit compressive sensing: models and algorithms

Applied and Computational Harmonic Analysis 2014cited by 41position: middledoi

Grants

Collaborative Research: Sparse Optimization for Machine Learning and Image/Signal Processing

NSF2208385$155,7832022–2026PIRePORTER

Collaborative Research: Sparse Optimization in Large Scale Data Processing: A Multiscale Proximity Approach

NSF1913039$125,0002019–2023PIRePORTER

Collaborative Research: Multiscale Proximity Algorithms for Optimization Problems Arising from Image/Signal Processing

NSF1522332$183,4062015–2018PIRePORTER

Collaborative Research: Proximity Algorithms for Optimization Problems Arising from Image Processing

NSF1115523$200,0002011–2014PIRePORTER

Frequent collaborators

Yuesheng Xu · Guangdong Medical College2 papers (2014–2014)— · 1 papers (2021–2021)Na Zhang · South China Agricultural University1 papers (2014–2014)Na Zhang · Jiaozuo University1 papers (2014–2014)Dao‐Qing Dai · Sun Yat-sen University1 papers (2014–2014)Na Zhang · South China Agricultural University1 papers (2021–2021)