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Jian-Feng Cai
Jian-Feng Cai
Professor of Mathematics, Hong Kong University of Science and Technology
Bestätigte E-Mail-Adresse bei ust.hk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
A singular value thresholding algorithm for matrix completion
JF Cai, EJ Candès, Z Shen
SIAM Journal on optimization 20 (4), 1956-1982, 2010
66552010
Split Bregman methods and frame based image restoration
JF Cai, S Osher, Z Shen
Multiscale Modeling & Simulation 8 (2), 337-369, 2010
8262010
Image restorations: total variation, wavelet frames and beyond
JF Cai, B Dong, S Osher, Z Shen
Journal of the American Mathematical Society 25 (4), 1033-1089, 2012
4092012
Linearized Bregman iterations for compressed sensing
JF Cai, S Osher, Z Shen
Mathematics of computation 78 (267), 1515-1536, 2009
4082009
A framelet-based image inpainting algorithm
JF Cai, RH Chan, Z Shen
Applied and Computational Harmonic Analysis 24 (2), 131-149, 2008
4062008
Blind motion deblurring from a single image using sparse approximation
JF Cai, H Ji, C Liu, Z Shen
2009 IEEE Conference on Computer Vision and Pattern Recognition, 104-111, 2009
3922009
Framelet-based blind motion deblurring from a single image
JF Cai, H Ji, C Liu, Z Shen
IEEE Transactions on image Processing 21 (2), 562-572, 2011
2942011
Data-driven tight frame construction and image denoising
JF Cai, H Ji, Z Shen, GB Ye
Applied and Computational Harmonic Analysis 37 (1), 89--105, 2014
2922014
Linearized Bregman iterations for frame-based image deblurring
JF Cai, S Osher, Z Shen
SIAM Journal on Imaging Sciences 2 (1), 226-252, 2009
2522009
Convergence of the linearized Bregman iteration for ℓ₁-norm minimization
JF Cai, S Osher, Z Shen
Mathematics of Computation 78 (268), 2127-2136, 2009
2302009
Two-phase approach for deblurring images corrupted by impulse plus Gaussian noise
JF Cai, RH Chan, M Nikolova
Inverse Problems and Imaging 2 (2), 187-204, 2008
2282008
Fast two-phase image deblurring under impulse noise
JF Cai, RH Chan, M Nikolova
Journal of Mathematical Imaging and Vision 36 (1), 46-53, 2010
2152010
Fast multiclass dictionaries learning with geometrical directions in MRI reconstruction
Z Zhan, JF Cai, D Guo, Y Liu, Z Chen, X Qu
IEEE Transactions on biomedical engineering 63 (9), 1850-1861, 2015
2142015
Robust principal component analysis-based four-dimensional computed tomography
H Gao, JF Cai, Z Shen, H Zhao
Physics in Medicine & Biology 56 (11), 3181, 2011
2102011
Projected iterative soft-thresholding algorithm for tight frames in compressed sensing magnetic resonance imaging
Y Liu, Z Zhan, JF Cai, D Guo, Z Chen, X Qu
IEEE transactions on medical imaging 35 (9), 2130-2140, 2016
1992016
Accelerated NMR spectroscopy with low‐rank reconstruction
X Qu, M Mayzel, JF Cai, Z Chen, V Orekhov
Angewandte Chemie International Edition 54 (3), 852-854, 2015
1932015
Guarantees of Riemannian optimization for low rank matrix recovery
K Wei, JF Cai, TF Chan, S Leung
SIAM Journal on Matrix Analysis and Applications 37 (3), 1198-1222, 2016
1712016
Cine cone beam CT reconstruction using low-rank matrix factorization: algorithm and a proof-of-principle study
J Cai, X Jia, H Gao, S Jiang, Z Shen, H Zhao
IEEE Transactions on Medical Imaging 33 (8), 1581--1591, 2014
1602014
Blind motion deblurring using multiple images
JF Cai, H Ji, C Liu, Z Shen
Journal of computational physics 228 (14), 5057-5071, 2009
1482009
Hankel Matrix Nuclear Norm Regularized Tensor Completion for -dimensional Exponential Signals
J Ying, H Lu, Q Wei, JF Cai, D Guo, J Wu, Z Chen, X Qu
IEEE Transactions on Signal Processing 65 (14), 3702-3717, 2017
1172017
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