Concepedia

Jack Xin

JX

85

Publications

4.5K

Citations

32

H-Index

1992

Active since

Affiliations

University of California, Irvine(Current)

University of Arizona

The University of Texas at Austin

University of California, Los Angeles

Jack Xin is an author at University of California, Irvine specializing in engineering, inverse problems, and physics.

Top concepts

EngineeringInverse ProblemsPhysicsSignal ProcessingFluid DynamicsComputer ScienceMachine LearningNumerical AnalysisData ScienceDeep Learning

Publications per year

1992–2023

85

Publications

85

Front Propagation in Heterogeneous Media

Jack Xin · SIAM Review · 2000 · 550 citations

Engineering, Homogeneous Media, Optical Properties +19

Minimization of $\ell_{1-2}$ for Compressed Sensing

Penghang Yin, Yifei Lou, Qi He et al. · SIAM Journal on Scientific Computing · 2015 · 463 citations

Image Reconstruction, Engineering, Sparse Imaging +16

A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image Processing

Yifei Lou, Tieyong Zeng, Stanley Osher et al. · SIAM Journal on Imaging Sciences · 2015 · 232 citations

Image Reconstruction, Engineering, Variational Analysis +22

Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of $$L_1$$ L 1 and $$L_2$$ L 2

Yifei Lou, Penghang Yin, Qi He et al. · Journal of Scientific Computing · 2014 · 172 citations

Highly Coherent Dictionary, Sparse Representation, Engineering +5

A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space

Ernie Esser, Michael Möller, Stanley Osher et al. · IEEE Transactions on Image Processing · 2012 · 166 citations · Full text

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