Concepedia

Jian‐Feng Cai

JC

Statistics

Publications

75

Citations

12.2K

H-Index

40

Active since

2004

Affiliations

Hong Kong University of Science and Technology(Current)

University of Iowa

National University of Singapore

Xiamen University

Chinese University of Hong Kong

Jian‐Feng Cai is an author at Hong Kong University of Science and Technology specializing in engineering, inverse problems, and signal processing.

Top concepts

EngineeringInverse ProblemsSignal ProcessingImage AnalysisCompressive SensingComputer VisionApproximation TheoryBiomedical ImagingComputational ImagingMedical Image Computing

Publications per year

2004–2023

75

Publications

75

A Singular Value Thresholding Algorithm for Matrix Completion

Jian‐Feng Cai, Emmanuel J. Candès, Zuowei Shen · SIAM Journal on Optimization · 2010 · 5.8K citations

Split Bregman Methods and Frame Based Image Restoration

Jian‐Feng Cai, Stanley Osher, Zuowei Shen · Multiscale Modeling and Simulation · 2009 · 661 citations

Image restoration: Total variation, wavelet frames, and beyond

Jian‐Feng Cai, Bin Dong, Stanley Osher et al. · Journal of the American Mathematical Society · 2012 · 351 citations · Full text

Numerical Analysis, Deblurring, Image Analysis +14

A framelet-based image inpainting algorithm

Jian‐Feng Cai, Raymond H. Chan, Zuowei Shen · Applied and Computational Harmonic Analysis · 2007 · 344 citations

Engineering, Machine Vision, Image Analysis +4

Linearized Bregman iterations for compressed sensing

Jian‐Feng Cai, Stanley Osher, Zuowei Shen · Mathematics of Computation · 2009 · 331 citations · Full text

Numerical Analysis, Sparse Representation, Engineering +12

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