Department of Mathematics

2021

Quan Y, Chen Y, Shao Y, Teng H, Xu Y, Ji H. Image denoising using complex-valued deep CNN. Pattern Recognition.;111:107639; 2021.

2020

Self-supervised Bayesian deep learning for image recovery with applications to compressed sensing
T. Pang, Y. Quan, and H. Ji,
European Conference on Computer Vision (ECCV), , Aug. 2020
Learnable Douglas-Rachford iteration and its applications in DOT imaging [PDF] [Github]
J. Liu, N. Chen, and H. Ji,
Inverse Problems and Imaging, 14(4), Aug., 2020
Self2Self with dropout: Learning self-supervised denoising from single image [PDF] [Github]
Y. Quan, M. Chen, T. Pang, and H. Ji,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Jun. 2020
Variational-EM-based deep learning for noise-blind image deblurring [PDF]
Y. Nan, Y. Quan, and H. Ji,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Jun. 2020
Deep Learning for handling kernel/model uncertainty in image deconvolution [PDF]
Y. Nan and H. Ji,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Jun. 2020
Image denoising via sequential ensemble learning [PDF] [Github]
X. Yang, Y. Xu, Y. Quan, and H. Ji,
IEEE Transactions on Image Processing, 29, 5038-5049, Mar., 2020
Removing reflection from a single image with ghosting effect [PDF]
Y. Huang, Y. Quan, Y. Xu, R. Xu, and H. Ji,
IEEE Transactions on Computational Imaging, 6, 34-45, Feb. 2020

2019

Barzilai-Borwein-based adaptive learning rate for deep learning [PDF]
J. Liang, Y. Xu, C. Bao, Y. Quan and H. Ji,
Pattern Recognition Letter, 128(1), 197-203, Dec. 2019
Attention with structure regularization for action recognition [PDF]
Y. Quan, Y. Chen and R. Xu, and H. Ji,
Computer Vision and Image Understanding, 187, 102704, Oct. 2019
Deep learning for seeing through window with raindrops [PDF] [Github]
Y. Quan, S. Deng, Y. Chen, and H. Ji,
International Conference on Computer Vision (ICCV), Seoul, 2019
Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations [Link]
C. Wee, C. Liu, A. Lee, J. Poh, H. Ji, and A. Qiu,
NeuroImage: Clinical, 23, 101929, 2019
Digital Gabor filters do generate MRA-based wavelet tight frames [PDF]
H. Ji, Z. Shen, and Y. Zhao,
Applied and Computational Harmonic Analysis , 47(1), 87-108, Jul. 2019
A variational EM framework with adaptive edge selection for blind motion deblurring [PDF]
L. Yang and H. Ji,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Los Angeles, 2019
Nonlinear approximation via compositions [PDF]
Zuowei Shen, Haizhao Yang, Shijun Zhang,
Neural Networks , (2019), 74-84.
Quantitative analysis of the effect of batch normalization on gradient descent [PDF]
Yongqiang Cai, Qianxiao Li, Zuowei Shen,
Thirty-sixth International conference on machine learning (ICML), (2019).

2018

Investigating energy-based pool structure selection in the structure ensemble modeling with experimental distance constraints: The example from a multidomain protein Pub1 [Link]
G. Zhu, W. Liu, C. Bao, D. Tong, H. Ji, Z. Shen, D. Yang, L. Lu,
Proteins: Structure, Function, and Bioinformatics, 86(5), 501-514, 2018
Coherence retrieval using trace regularization [PDF]
C. Bao, G. Barbastathis, H. Ji, Z. Shen, and Z. Zhang,
SIAM Journal on Imaging Sciences, 11(1), 679–706, Mar. 2018
Digital Gabor filters with MRA structure [PDF]
H. Ji, Z. Shen, and Y. Zhao,
SIAM Journal on Multiscale Modeling and Simulation, 16(1), 452–476. Mar. 2018
Coherence retrieval via trace regularization [PDF]
Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen and Zhengyun Zhang,
SIAM Journal on Imaging Sciences, 11(1), (2018), 679-706.
B-spline tight frame based force matching method [PDF]
Jianbin Yang, Guanhua Zhu, Dudu Tong, Lanyuan Lu, Zuowei Shen,
Journal of Computational Physics, 362, (2018), 208-219.

2017

Apparent coherence loss in phase space tomography [PDF]
C. Bao, G. Barbastathis, H. Ji, Z. Shen, and Z. Zhang,
Journal of the Optical Society of America A, 34(11), 2025-2033, 2017
Estimating defocus blur through rank of local patches [PDF][Code]
G. Xu, Y. Quan and H. Ji,
International Conference on Computer Vision (ICCV), Venice, 2017
Directional frames for image recovery: Multi-scale discrete Gabor frames [PDF]
H. Ji, Z. Shen and Y. Zhao,
Journal of Fourier Analysis and Applications, 23(4), 729-757, Aug. 2017
Mathematical methods in Image restoration [PDF]
Bin Dong, Zuowei Shen, Xiaoqun Zhang,
Mathematical methods in Image restoration, Chinese Academy of Science , xxx (2017), China Science Publishing & Media Ltd,(Nanhua Xi eds) 32-91.
Mathematical methods in Image restoration, The Institute of Mathematics Lecture Series [PDF][Code]
Bin Dong, Zuowei Shen, Xiaoqun Zhang,
The Institute of Mathematics Lecture Series, Chinese Academy of Science , xxx (2017), China Science Publishing & Media Ltd,(Nanhua Xi eds) 32-91.
Image restoration: wavelet frame shrinkage, nonlinear evolution PDEs, and beyond [PDF]
Bin Dong, Qingtang Jiang, Zuowei Shen,
Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, 15(1) (2017), 606-660.
Image Restoration: A general wavelet frame based model and its asymptotic analysis [PDF][Code]
Bin Dong, Zuowei Shen, Peichu, Xie,
SIAM Journal on Mathematical Analysis, 49(1)(2017), 421-445.
An analysis of wavelet frame based scattered data reconstruction [PDF][Code]
Jianbin Yang, Dominik Stahl, Zuowei Shen,
Applied and Computational Harmonic Analysis, 42(3), (2017), 480-507.

2016

Image recovery via geometrically structured approximation [PDF]
H. Ji, Y. Luo and Z. Shen,
Applied and Computational Harmonic Analysis, 41(1), 75-93, Jul. 2016
An augmented Lagrangian method for L1-regularized optimization problems with orthogonality constraints [PDF]
W. Chen, H. Ji and Y. You,
SIAM Journal on Scientific Computing, 38(4), B570-B592, 2016
Dictionary learning for sparse coding: Algorithms and analysis [PDF]
C. Bao, H. Ji, Y. Quan and Z. Shen,
IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(7), 1356-1369, Jul. 2016
Equiangular kernel Dictionary learning with applications to dynamic texture analysis [PDF]
Y. Quan, C. Bao and H. Ji,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
Sparse coding for classification via discrimination ensemble [PDF]
Y. Quan, Y. Xu, Y. Sun, Y. Huang and H. Ji,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
Cerebellar functional parcellation using sparse dictionary learning clustering [Link]
C. Wang, J. Kipping, C. Bao, H. Ji and A. Qiu,
Frontiers in Neuroscience, 10(188), May. 2016
Dual Gramian analysis: Duality principle and unitary extension principle [PDF]
Z. Fan, H. Ji and Z. Shen,
AMS Mathematics of Computation, 85, 239-270, 2016
Jia Li, Chuang Miao, Zuowei Shen, Ge Wang, Hengyong Yu, Robust Frame Based X-Ray CT Reconstruction, Journal of Computational Mathematics, 34(6), (2016), 683-704. PDF
Chenglong Bao, Bin Dong, Likun Hou, Zuowei Shen, Xiaoqun Zhang, Xue Zhang, Image restoration by minimizing zero norm of wavelet frame coefficients, Inverse Problems, 32(1), (2016). PDF
Jiulong Liu, Xiaoqun Zhang, Bin Dong, Zuowei Shen, Lixu Gu, A wavelet frame method with shape prior for ultrasound video segmentation, SIAM Journal on Imaging Sciences, 9(2) (2016), 495-519. PDF ; SIAM.nuggets: SIAM.NEWS ; Science News ; ScienceDaily ; Scifeeds ; Science Codex ; EurekAlert ; MedImaging ; Hitechdays ; TechXplore; Technobahn; Pubniche ; Healthmanagement.org ; Healthcarebusiness ; AuntMinnie ; Myinforms ; OOYUZ ; Wrightwood
Bin Dong, Qingtang Jiang, Chaoqian Liu, Zuowei Shen, Multiscale representation of surfaces by tight wavelet frames with applications to denoising, Applied and Computational Harmonic Analysis, 41(2), (2016), 561-589. PDF
Jianfeng Cai, Bin Dong, Zuowei Shen, Image restorations: a wavelet frame based model for piecewise smooth functions and beyond, Applied and Computational Harmonic Analysis, 41(1), (2016), 94-138. PDF
Zhitao Fan, Andreas Heinecke, Zuowei Shen, Duality for frames, Journal of Fourier Analysis and Applications, 22(1), (2016), 71-136. PDF

2015

Dynamic texture recognition via orthogonal tensor dictionary learning [PDF]
Y. Quan, Y. Huang and H. Ji,
International Conference on Computer Vision (ICCV), 2015
Removing rain from a single image via discriminative sparse coding [PDF], [Code]
Y. Luo, Y. Xu and H. Ji,
International Conference on Computer Vision (ICCV), 2015
Classifying dynamic textures via spatiotemporal fractal analysis [PDF]
Y. Xu, Y. Quan, Z. Zhang, H. Ling and H. Ji,
Pattern Recognition, 48(10), 3239-3248, Oct. 2015
Data-driven multi-scale non-local wavelet frame construction and image recovery [PDF], [Code]
Y. Quan, H. Ji and Z. Shen,
Journal of Scientific Computing, 63(2), 307-329, May. 2015
Convergence analysis for iterative data-driven tight frame construction scheme [PDF]
C. Bao, H. Ji and Z. Shen,
Applied and Computational Harmonic Analysis, 38(3), 510-523, May. 2015
Bin Dong and Zuowei Shen, Image restoration: a data-driven perspective, Proceedings of the International Cogress on Industrial and Applied Mathematics (ICIAM), Beijing, China, (2015), High Education Press, (Lei Guo, Zhi-Ming Ma eds), 65-108. ICIAM.pdf
Qingtang Jiang, Zuowei Shen, Tight wavelet frames in low dimensions with canonical filters, Journal of Approximation Theory 196 (2015) 55-78. PDF
Jia Li, Zuowei Shen,Rujie Yin, Xiaoqun Zhang, A reweighted l2 method for image restoration with poisson and mixed poisson-gaussian noise, Inverse Problem and Imaging 9(3), (2015), 875-894. PDF

2014

A convergent incoherent dictionary learning algorithm for sparse coding [PDF]
C. Bao, Y. Quan and H. Ji,
European Conference on Computer Vision (ECCV), 2014
Data-driven tight frame construction and image denoising [PDF], [Code]
J. Cai, H. Ji, Z. Shen and G. Ye,
Applied and Computational Harmonic Analysis, 37(1), 89-105, Jul. 2014
L₀ norm based dictionary learning by proximal methods with global convergence [PDF], [Code]
C. Bao, H. Ji, Y. Quan and Z. Shen,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
Wavelet frame based algorithm for 3D reconstruction in electron microscopy [PDF]
M. Li, Z. Fan, H. Ji and Z. Shen,
SIAM Journal on Scientific Computing, 36(1), B45-B69, Jan. 2014
Jianfeng Cai, Xun Jia, Hao Gao, Steve B. Jiang, Zuowei Shen, Hongkai Zhao, Cine cone beam CT reconstruction using low-rank matrix factorization: algorithm and a proof-of-principle study, IEEE Transactions on Medical Imaging 33 (8) (2014), 1581-1591. PDF
Zheng Gong, Zuowei Shen, Kim Chuan Toh, Image restoration with mixed or unknown noises, Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, 12(2) (2014), 458-487. PDF
Hong Jiang, Songqing Zhao, Zuowei Shen, Wei Deng, Paul Wilford, Raziel, Haimi-Cohen, Surceillance video analysis using compressive sensing with low latency, Bell Labs Technical Journal, 18(4), (2014), 63-74. PDF</li

2013

L. Hou and H. Ji, Band-limited wavelets and framelets in low dimensions, Journal of Fourier Analysis and Applications. 19(4), (2013) 731-761
Zuowei Shen and Zhiqiang Xu, On B-spline framelets derived from the unitary extension principle, SIAM Journal on Mathematical Analysis, 45(11) (2013), 127-151.
Bin Dong, Jia Li, and Zuowei Shen, X-ray CT image reconstruction via wavelet frame based regularization and radon domain inpainting, Journal of Scientific Computing, 54(2-3) (2013), 333-349
H. Ji, X. Yang, H. Ling and Y. Xu, Wavelet domain multi-fractal analysis for static and dynamic texture classification, IEEE Transactions on Image Processing, 22(1), (2013) 286-299
P. Li, D. Han and W. S. Tang, Centralizers and Jordan derivations for CSL subalgebras of von Neumann algebras, Journal of Operator Theory, 69 (2013), 117-133

2012

Jianfeng Cai, Bin Dong, Stanley Osher and Zuowei Shen, Image restoration: total variation, wavelet frames, and beyond, Journal of the American Mathematical Society, 25 (4) (2012), 1033-1089
Hong Jiang, Wei Deng, and Zuowei Shen, Surveillance video processing using compressive sensing, Inverse Problem and Imaging, 6 (2), (2012), 201-214
Bin Dong, and Zuowei Shen, MRA-based wavelet frames and applications: image segmentation and surface reconstruction, SPIE 2012 Defense, Security and Sensing, 8401 Article number:840102 DOI 10.1117/12.923203, (2012)
Jianfeng Cai, Hui Ji, Chaoqiang Liu, and Zuowei Shen, Framelet based blind motion deblurring from a single image, IEEE Transactions on Image Processing, 21(2), (2012), 562-572
Hui Ji, Jia Li, Zuowei Shen, and Kang Wang, Image deconvolution using a characterization of sharp images in wavelet domain, Applied and Computational Harmonic Analysis, 32(2), (2012), 295-304
Bin Dong, Hui Ji, Jia Li, Zuowei Shen, and Yuhong Xu, Wavelet frame based blind image inpainting, Applied and Computational Harmonic Analysis, 32(2), (2012), 268-279
Y. Xu, S. Huang, H. Ji and C. Fermuller, Scale-space texture description on SIFT-like textons, Computer Vision and Image Understanding, 116(9), (2012), 999-1013
H. Ji and K. Wang, Robust image deconvolution with an inaccurate blur kernel, IEEE Transactions on Image Processing, 21(4), (2012), 1624-1634
Bin Dong, and Zuowei Shen, Wavelet frame based surface reconstruction from unorganized points, Journal of Computational Physics, 230(22), (2011), 8247-8255
H. Ji and K. Wang, A two-stage approach to blind spatially-varying motion deblurring, IEEE CVPR, Rhode Island, 2012.
C. Bao, Y. Wu, H. Ling and H. Ji, Real time robust L1 tracker using accelerated proximal gradient approach, IEEE CVPR, Rhode Island, 2012.
Y. Xu, Y. Quan, Z. Zhang, H. Ji, M. Nishigaki, C. Fermuller and D. Dementhon, Contour based recognition, IEEE CVPR, Rhode Island, 2012.
Christensen, O and S S Goh, Pairs of dual periodic frames. Applied and Computational Harmonic Analysis, 33 (2012), 315-329.
P. Li, D. Han and W. S. Tang, Derivations on the algebras of operators in Hilbert C*-modules, Acta Mathematica Sinica, English Series, 28 (2012), 1615-1622

2011

Bin Dong, and Zuowei Shen, Wavelet frame based surface reconstruction from unorganized points, Journal of Computational Physics, 230(22), (2011), 8247-8255
Bin Han, Gitta Kutyniko, and Zuowei Shen, Adaptive multiresolution analysis structures and shearlet systems, SIAM Journal on Numerical Analysis, 49 (5), (2011), 1921-1946
Hui Ji, Sibin Huang, Zuowei Shen, and Yuhong Xu, Robust video restoration by joint sparse and low rank matrix approximation, SIAM Journal on Imaging Sciences, 4 (4) (2011), 1122-1142
Hao Gao, Jianfeng Cai, Zuowei Shen, and Hongkai Zhao, Robust principle component analysis based four-dimensional computed tomography, Physics in Medicine and Biology, 56(11) (2011), 3181-3198
Zuowei Shen, Kim-Chuan Toh and Sangwoon Yun, An accelerated proximal gradient algorithm for frame-based image restoration via the balanced approach, SIAM Journal on Imaging Sciences, 4 (2) (2011), 573-596
Bin Han, Qun Mo and Zuowei Shen, Small support spline Riesz wavelets in low dimensions, Journal of Fourier Analysis and Applications, 17(4), (2011), 535-566
Say Song Goh, Bin Han and Zuowei Shen, Tight periodic wavelet frames and approximation orders, Applied and Computational Harmonic Analysis, 31, (2011), 228-248
Jianfeng Cai, Zuowei Shen and Guibo Ye, Approximation of frame based missing data recovery, Applied and Computational Harmonic Analysis, 31(2), (2011), 185-204
Hui Ji, Zuowei Shen and Yuhong Xu, Wavelet frame based image restoration with missing/damaged pixels, East Asia Journal on Applied Mathematics , Vol 1 (2), (2011), 108-131
Y. Xu, Y. Quan, H. Lin and H. Ji, Dynamic texture classification using dynamic fractal analysis, 13th ICCV, Barcelona, Spain, 2011
D. Han, Q. Sun and W. S. Tang, Topological and Geometric Properties of Refinable Functions and MRA Affine Frames, Applied and Computational Harmonic Analysis, 30 (2011), 151-174
D. Han, P. Li and W. S. Tang, Frames and their associated $H_{F}^{p}$-subspaces, Advances in Computational Mathematics, 34 (2011), 185-200.
D. Han, P. Li, B. Meng and W. S. Tang, Operator valued frames and structured quantum channels, Science China Mathematics, 54 (2011), 2361-2372.

2010

Bin Dong, Aichi Chien and Zuowei Shen, Frame based segmentation for medical images, Communications in Mathematical Sciences, 32(4), (2010), 1724-1739
Bin Dong, and Zuowei Shen, MRA-based wavelet frames and applications, IAS/Park City Mathematics Series: The Mathematics of Image Processing, Vol 19, (2010), 7-158
Zuowei Shen, Wavelet frames and image restorations, Proceedings of the International Congress of Mathematicians, Vol IV, Hyderabad, India, (2010), Hindustan Book Agency, (Rajendra Bhatia eds), 2834-2863
Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu, Robust video denoising using low rank matrix completion, IEEE CVPR, San Francisco, 2010
Y. Li, C. Fermuller, Y. Aloimonos and H. Ji, Learning shift-invariant sparse representation of actions, IEEE CVPR, San Francisco, 2010
Y. Xu, X. Yang, H. Ling and H. Ji, A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid, IEEE CVPR, San Francisco, 2010
Jianfeng Cai, Raymond Chan, Lixin Shen, and Zuowei Shen, Tight frame based method for high-resolution image reconstruction, Contemporary Applied Mathematics, CAM 14, A. Damlamian and S. Jaffard eds, Higher Education Press (Beijing), (2010), 1-36
Jianfeng Cai, Raymond Chan, and Zuowei Shen, Simultaneous cartoon and texture inpainting, Inverse Problem and Imaging 4 (3), (2010), 379-395
Jianfeng Cai, Hui Ji, Fuchun Shang, Zuowei Shen, Inpainting for Compressed Images, Applied and Computational Harmonic Analysis, 29(3), (2010), 368-381
Bin Dong, Aichi Chien, Zuowei Shen, Stanley Osher, A new multiscale representation for shapes and its application to blood vessel recovery, SIAM Journal on Scientific Computing, 32(4) (2010), 1724-1739
C. Fermuller, H. Ji and A. Kitaoka, Illusory motion due to causal time filtering, Vision Research, 50 (3), (2010), 315-329
Hui Ji, Zuowei Shen, Yuhong Xu, Wavelet frame based scene reconstruction from range data, Journal of Computational Physics , 229(6), (2010), 2093-2108
Jainfeng Cai, Emmanuel. J. Candes, Zuowei Shen, A singular value thresholding algorithm for matrix completion, SIAM Journal on Optimization, 20 (4) (2010), 1956-1982
Jianfeng Cai, Zuowei Shen, Framelet based deconvolution, Journal of Computational Mathematics , 28(3) (2010), 289-308.
Goh, S S, S L Lee and K M Teo, Wavelets, multiwavelets and wavelet frames for periodic functions, 6th IMT-GT Conference on Mathematics, Statistics and its Applications (ICMSA2010), 6-21, 3-4 Nov 2010, Kuala Lumpur, Malaysia
Goh, S S, T N T Goodman and F Shang, Joint estimation of time delay and Doppler shift for band-limited signals. IEEE Transactions on Signal Processing, 58 (2010): 4583-4594
Chen, W and S S Goh, Band-limited refinable functions for wavelets and framelets. Applied and Computational Harmonic Analysis, 28 (2010): 338-345
Christensen, O and S S Goh, Pairs of oblique duals in spaces of periodic functions. Advances in Computational Mathematics, 32 (2010): 353-379

2009

Jianfeng Cai, Stanley Osher, Zuowei Shen, Split Bregman methods and frame based image restoration, Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal 8(2), (2009), 337-369.
Herwig Wendt, Patrice Abry, Stephane Jaffard, Hui Ji, Zuowei Shen, Wavelet leader multifractal analysis for texture classification, IEEE International Conference on Image Processing (ICIP) Cairo, Egypt, 2009.
Jianfeng Cai, Stanley Osher, Zuowei Shen, Convergence of the linearized Bregman iteration for l_1-norm minimization, Mathematics of Computation, 78 (2009), 2127-2136.
Bin Han, Zuowei Shen, Characterization of Sobolev spaces of arbitrary smoothness using nonstationary tight wavelet frames, Israel Journal of Mathematics , 172 (2009), 371-398.
Jianfeng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen, Blind motion deblurring using multiple images, Journal of Computational Physics , 228 (14), 2009, 5057-5071.
M. J. Johnson, Zuowei Shen and Yuhong Xu, Scattered data reconstruction by regularization in B-spline and associated wavelet spaces, Journal of Approximation Theory, 159 (2009), 197-223.
Jianfeng Cai, Raymond Chan, Lixing Shen, Zuowei Shen, Simultaneously inpainting in image and transformed domains, Numerische Mathematik, 112(4) (2009), 509-533.
Jianfeng Cai, Raymond Chan, Lixin Shen, Zuowei Shen, Convergence analysis of tight framelet approach for missing data recovery, Advances in Computational Mathematics, 31 (2009), 87-113.
Ning Bi, Bin Han, Zuowei Shen, Componentwise polynomial solutions and distribution solutions of refinement equation, Applied and Computational Harmonic Analysis, 27 (1) (2009), 117-123.
Jianfeng Cai, Stanley Osher, Zuowei Shen, Linearized Bregman iterations for compressed sensing, Mathematics of Computation, 78 (2009), 1515-1536.
Bin Han, Zuowei Shen, Dual wavelet frames and Riesz bases in Sobolev spaces, Constructive Approximation, 29(3) (2009), 369-406.
Jianfeng Cai, Stanley Osher, Zuowei Shen, Linearized Bregman iteration for frame based image deblurring, SIAM Journal on Imaging Sciences , 2(1) (2009), 226-252.
Jianfeng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen, Blind motion deblurring from a single image using sparse approximation, IEEE CVPR, Miami, 2009.
Jianfeng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen, High-quality curvelet-based motion deblurring using an image pairi, IEEE CVPR, Miami, 2009.
Y. Xu, S. Huang, H. Ji and C. Fermuller, Combining powerful local and global statistics for texture description, IEEE CVPR, Miami, 2009
Goh, S S, T N T Goodman and S L Lee, Hybrid spline frames. Mathematics of Computation, 78 (2009), 1537-1551.
Goh, S S, T N T Goodman and S L Lee, Constructing tight frames of multivariate functions. Journal of Approximation Theory, 158 (2009), 49-68
M. Z. Nashed, Q. Sun and W. S. Tang, Average Sampling in $L^2$, Comptes Rendus de l’ Academie des Sciences, Paris, Serie I Mathematiques, 347 (2009), 1007-1010.
S. L. Lee, Vector Fields for Mean Value Coordinates, SIAM J. Math. Anal., 40(6), (2009), 2437–2450.