Papers in Journals
-
Iterative Methods for Overflow Queueing Models I,
Numer. Math., 51 (1987), 143-180.
-
Iterative Methods for Overflow Queueing Models II,
Numer. Math.,
54 (1988), 57-78.
- (with G. Strang) Toeplitz
Equations by Conjugate Gradient
with Circulant Preconditioner, SIAM J. Sci. Stat. Comput.,
10 (1989), 104-119.
-
The Spectrum of a Family of Circulant Preconditioned Toeplitz Systems,
SIAM J. Numer. Anal., 26 (1989), 503-506.
-
Circulant Preconditioners for Hermitian Toeplitz Systems,
SIAM J. Matrix Anal. Appls., 10 (1989), 542-550.
- (with X.Q. Jin and M.C. Yeung)
The Circulant Operator in the Banach Algebra of Matrices,
Linear Algebra Appls., 149 (1991), 41-53.
- (with X.Q. Jin and M.C. Yeung)
The Spectra of Super-Optimal Circulant Preconditioned
Toeplitz Systems, SIAM J. Numer. Anal., 28 (1991), 871-879.
-
Toeplitz Preconditioners for Toeplitz Systems with Nonnegative
Generating Functions, IMA J. Numer. Anal.,
11 (1991), 333-345.
- (with X.Q. Jin)
Circulant and Skew-circulant Preconditioners
for Skew-Hermitian Type Toeplitz Systems,
BIT, 31 (1991), 632-646.
- (with M.C. Yeung)
Circulant Preconditioners for Toeplitz Matrices
with Positive Continuous Generating Functions,
Math. Comp., 58 (1992), 233-240.
- (with T.F. Chan)
Circulant Preconditioners for Elliptic Problems,
J. Numer. Linear Algebra Appls., 1 (1992), 77-101.
- (with M.C. Yeung)
Circulant Preconditioners Constructed from Kernels,
SIAM J. Numer. Anal., 29 (1992), 1093-1103.
- (with M.C. Yeung)
Jackson's Theorem and Circulant Preconditioned Toeplitz Systems,
J. Approx. Theory, 70 (1992), 191-205.
- (with X.Q. Jin)
A Family of Block Preconditioners for Block Systems,
SIAM J. Sci. Stat. Comput., 13 (1992), 1218-1235.
- (with X.Q. Jin)
Circulant Preconditioners for Second Order Hyperbolic Equations,
BIT, 32 (1992), 650-664.
-
Numerical Solutions for the Inverse Heat Problems in RN,
SEA Bull. Math., 16 (1992), 97-105.
- (with K.P. Ng)
Toeplitz Preconditioners for Hermitian Toeplitz Systems,
Linear Algebra Appls., 190 (1993), 181-208.
- (with M.C. Yeung)
Circulant Preconditioners for Complex Toeplitz Matrices,
SIAM J. Numer. Anal., 30 (1993), 1193-1207.
- (with P.P. Tang)
Constrained Minimax Approximation and
Optimal Preconditioners for Toeplitz Matrices,
Numer. Algo., 5 (1993), 353-364.
- (with K.P. Ng)
Fast Iterative Solvers for Toeplitz-Plus-Band Systems,
SIAM J. Sci. Comput., 14 (1993), 1013-1019.
- (with J.G. Nagy and R.J. Plemmons)
FFT-Based Preconditioners for Toeplitz-Block Least Squares Problems,
SIAM J. Numer. Anal., 30 (1993), 1740-1768.
- (with M.C. Yeung)
Circulant Preconditioners for Toeplitz Matrices with
Piecewise Continuous Generating Functions, Math. Comp.,
61 (1993), 701-718.
- (with P.P. Tang)
Fast Band-Toeplitz Preconditioners for Hermitian Toeplitz Systems,
SIAM J. Sci. Comput., 15 (1994), 164-171.
- (with J.G. Nagy and R.J. Plemmons)
Circulant Preconditioned Toeplitz Least Squares Iterations,
SIAM J. Matrix Anal. Appls., 15 (1994), 80-97.
- (with K.P. Ng)
Fast Iterative Methods for Least Squares Estimations,
Numer. Algo., 6 (1994), 353-378.
- (with J.G. Nagy and R.J. Plemmons)
Displacement Preconditioner
for Toeplitz Least Squares Iterations,
Elec. Trans. Numer. Anal., 2 (1994), 44-56.
- (with M.C. Yeung)
A Note on the Besov Space B21/2,
SEA Bull. Math., 19 (1995), 75-81.
- (with X.Q. Jin and K.P. Ng)
Circulant Integral Operators as Preconditioners for Wiener-Hopf
Equations, Integr. Equat. Oper. Th., 21 (1995), 12-23.
- (with C.K. Wong)
Best Conditioned Circulant Preconditioners,
Linear Algebra Appls., 218 (1995), 205-212.
- (with K.P. Ng and F.R. Lin)
Construction of Preconditioners for
Wiener-Hopf Equations by Operator Splitting,
Appl. Math. Comput., 72 (1995), 77-96.
- (with K.P. Ng and C.K. Wong)
Sine Transform Based Preconditioners for Symmetric Toeplitz Systems,
Linear Algebra Appls., 232 (1996), 237-260.
- (with K.P. Ng and R.J. Plemmons)
Generalization of Strang's
Preconditioner with Applications to Toeplitz Least Squares Problems,
Numer. Linear Algebra Appls., 3 (1996), 45-64.
- (with W.K. Ching)
Toeplitz-circulant Preconditioners for
Toeplitz Systems and Their Applications to Queueing Networks
with Batch Arrivals, SIAM J. Sci. Comput., 17 (1996), 762-772.
- (with F.R. Lin)
Preconditioned Conjugate Gradient Methods
for Integral Equations of the Second Kind Defined on the Half-Line,
J. Comp. Math., 14 (1996), 223-236.
- (with K.P. Ng)
Conjugate Gradient Method for Toeplitz Systems,
SIAM Review, 38 (1996), 427-482.
- (with W.K. Ching and C.K. Wong)
Optimal Trigonometric Preconditioners for Elliptic and Queueing Problems,
SEA Bull. Math., 20 (1996), 117-124.
- (with M.K. Ng)
Scientific Applications of Iterative Toeplitz Solvers,
Calcolo, 33 (1996), 249-267.
- (with W.K. Ching and X.Y. Zhou)
Circulant Preconditioners for Markov Modulated Poisson Processes
and Their Applications to Manufacturing Systems,
SIAM J. Matrix Anal. Appl., 18 (1997), 464-481.
- (with F.R. Lin and K.P. Ng)
Preconditioners for Wiener-Hopf
Equations with High Order Quadrature Rules,
SIAM J. Numer. Anal., 34 (1997), 1418-1431.
- (with H.C. Chan and M.K. Ng)
Band Toeplitz Preconditioners for Toeplitz Systems with
Rational Generating Functions,
BHKMS, 1 (1997), 67-86.
- (with H.W. Sun and Q.S. Chang)
A Note on the Convergence of the Two-Grid Method for
Toeplitz Systems,
Computers Math. Applic., 34 (1997), 11-18.
- (with C.K. Wong)
Sine Transform Based Preconditioners for Elliptic Problems,
Numer. Linear Algebra Applic., 4 (1997), 351-368.
- (with T.K. DeLillo and M.A. Horn)
The Numerical Solution of the Biharmonic Equation
by Conformal Mapping,
SIAM J. Sci. Comput., 18 (1997), 1571-1582.
- (with T.K. DeLillo and M.A. Horn)
Superlinear Convergence Estimates for a Conjugate Gradient
Method for the Biharmonic Equation,
SIAM J. Sci. Comput., 19 (1998), 139-147.
- (with Q.S. Chang and H.W. Sun)
Multigrid Method for Ill-Conditioned Symmetric Toeplitz Systems,
SIAM J. Sci. Comput., 19 (1998), 516-529.
- (with F.R. Lin and W.F. Ng)
Fast Dense Matrix Method for the Solution of Integral
Equations of the Second Kind,
Numer. Math. J. Chinese Univ. (English Ser.),
7 (1998), 105-120.
- (with H.W. Sun and W.F. Ng)
Circulant Preconditioners for Ill-Conditioned Boundary
Integral Equations from Potential Equations,
Int. J. Numer. Meth. Engng., 43 (1998), 1505-1521.
- (with S.F. Xu and H.M. Zhou)
On the Convergence Rate of a Quasi-Newton Method for
Inverse Eigenvalue Problems,,
SIAM J. Numer. Anal., 36 (1999), 436-441.
- (with T.F. Chan and C.K. Wong)
Cosine Transform Based Preconditioners for Total
Variation Deblurring, IEEE Trans. Image Proc.,
8 (1999), 1472-1478.
- (with M.K. Ng and W.C. Tang)
A Fast Algorithm for
Deblurring Models with Neumann Boundary Conditions,
SIAM J. Sci. Comput., 21 (2000), 851-866.
- (with W.F. Ng and H.W. Sun)
Fast Construction of Optimal Circulant Preconditioners for
Matrices from Fast Dense Matrix Method,
BIT, 40 (2000), 24-40.
- (with E.E. Tyrtyshnikov)
Spectral Equivalence and Proper Clusters
for Matrices from the Boundary Element Method,
Int. J. Numer. Meth. Engng., 49 (2000), 1211-1224.
- (with W.K. Ching)
Circulant Preconditioners for Stochastic Automata Networks,
Numer. Math., 87 (2000), 35-57.
(Dedicated to the 60th birthday of Prof. Olof Widlund.)
- (with M.K. Ng, T.F. Chan, and A.M. Yip)
Cosine Transform Preconditioners for High Resolution
Image Reconstruction, Linear Algebra Appls.,
316 (2000), 89-104.
(Dedicated to the 60th birthday of Prof. Robert Plemmons.)
- (with A.M. Yip and M.K. Ng)
The Best Circulant Preconditioners for Hermitian
Toeplitz Matrices, SIAM J. Numer. Anal., 38 (2001), 876-896.
- (with D. Potts and G. Steidl)
Preconditioners for Nondefinite Hermitian Toeplitz Systems,
SIAM J. Matrix Anal. Appl., 22 (2001), 647-665.
- (with D. Potts and G. Steidl)
Preconditioners for Non-Hermitian Toeplitz Systems,
Numer. Linear Algebra Applic.,
8 (2001), 83-98.
- (with X.Q. Jin and M.K. Ng)
Strang's Circulant Preconditioners for
Systems of LMF-Based ODE Codes,
IMA J. Numer. Anal., 21 (2001), 451-462.
- (with F.R. Lin and C.F. Chan)
A Fast Solver for Fredholm Equations of the Second Kind
with Weakly Singular Kernels, J. Numer. Math.,
10 (2002), 13-36.
- (with M.K. Ng and A.M. Yip)
The Best Circulant Preconditioners for Hermitian Toeplitz
Systems II: The Multiple-Zero Case,
Numer. Math., 92 (2002), 17-40.
- (with X.Q. Jin, and Y.H. Tam)
Strang-Type Preconditioners for Solving Systems of ODEs by
Boundary Value Methods,
Electron. J. Math. Phys. Sci., 1 (2002), 14-46.
- (with T.F. Chan, L.X. Shen, and Z.W. Shen)
Wavelet Algorithms for High-Resolution Image Reconstruction,
SIAM J. Sci. Comput., 24 (2003), 1408-1432.
- (with T.F. Chan, L.X. Shen, and Z.W. Shen)
Wavelet Deblurring Algorithms for Spatially Varying
Blur from High-Resolution Image Reconstruction,
Linear Algebra Appls., 366 (2003), 139-155.
- (with H.L. Chung, and S.F. Xu)
The Inexact Newton-Like Method for Inverse Eigenvalue
Problem, BIT, 43 (2003), 7-20.
- (with R.K. Ling)
Reconstruction of High Resolution Images from Movie Frames,
Numer. Math. J. Chinese Univ. (English Ser.),
12 (2003), 25-29.
- (with Z.-J. Bai and B. Morini)
On the Convergence Rate of a Newton-Like Method for
Inverse Eigenvalue and Inverse Singular Value Problems,
Int. J. Appl. Math., 13 (2003), 59-69.
- (with W.K. Wong)
On the Estimation of Cost of Capital and its Reliability,
Quantitative Finance, 4 (2004), 365-372.
- (with C.W. Ho, and M. Nikolova)
Convergence of Newton's Method for
a Minimization Problem in Impulse Noise Removal,
J. Comput. Math, 22 (2004), 168-177.
(Decidated to the 70th birthday of Prof. Zhong-Ci Shi.)
- (with Z.-J. Bai)
Inverse Eigenproblem for Centrosymmetric and Centroskew Matrices
and Their Approximation, Theoret. Comput. Sci.,
315 (2004), 309-318.
- (with S.D. Riemenschneider, L.X. Shen, and Z.W. Shen)
Tight
Frame: An Efficient Way for High-Resolution Image
Reconstruction, Appl. Comput. Harmon. Anal.,
17 (2004), 91-115.
- (with Y. Chen and K.M. Yeung)
A Memory Reduction Method in Pricing American Options,
J. Statist. Comput. Simulation, 74 (2004), 501-511.
- (with Z.-J. Bai and B. Morini)
An Inexact Cayley Transform Method For Inverse Eigenvalue
Problems, Inverse Problems, 20 (2004), 1675-1689.
- (with S.D. Riemenschneider, L.X. Shen, and Z.W. Shen)
High-Resolution Image Reconstruction With Displacement
Errors: A Framelet Approach,
Internat. J. Imaging Syst. Tech.
14 (2004), 91-104.
- (with C. Hu and M. Nikolova)
An Iterative Procedure for Removing Random-Valued Impulse Noise,
IEEE Signal Proc. Letters, 11 (2004), 921-924.
- (with S. Serra-Capizzano and C. Tablino-Possio)
Two-Grid Methods for Banded Linear Systems from DCT III Algebra,
Numer. Linear Algebra Applic., 12 (2005), 241-249
- (with K.C. Ma and C.Y. Wong)
Enhanced Tilley's Bundling Algorithm Using Memory Reduction Monte
Carlo Method, Calcolo, 42 (2005), 37-46.
- (with C.W. Ho and M. Nikolova)
Salt-and-Pepper Noise Removal by Median-type Noise Detectors and
Detail-preserving Regularization,
IEEE Trans. Image Proc., 14 (2005), 1479-1485.
- (with K.C. Ma and W.K. Ching)
Boundary Value Methods for Solving Transient Solutions of
Markovian Queueing Networks,
Appl. Math. Comput., 172 (2006), 690-700.
- (with C.Y. Wong and K.M. Yeung)
Pricing Multi-asset American-Style Options by Memory
Reduction Monte Carlo Methods, Appl. Math. Comput.,
179 (2006), 535-544.
- (with Y.Q. Dong and S.F. Xu)
A Detection Statistic
for Random-Valued Impulse Noise,
IEEE Trans. Image Proc., 16 (2007), 1112-1120.
- (with M. Nikolova)
The Equivalence of
Half-Quadratic Minimization and the Gradient Linearization
Iteration, IEEE Trans. Image Proc.,
16 (2007), 1623-1627.
- (with Z.W. Shen and T. Xia)
A Framelet Algorithm for
Enhancing Video Stills, Appl. Comput. Harmon. Anal.,
23 (2007), 153-170.
- (with K. Chen)
Multilevel Algorithm for a Poisson
Noise Removal Model with Total-Variation Regularization,
Int. J. Comput. Math., 84 (2007),
1183-1198.
- (with J.F. Cai and C. Di Fiore),
Minimization of a Detail-preserving
Regularization Functional for Impulse Noise Removal,
J. Math. Imaging Vision, 29 (2007), 79-91.
- (with W.K. Wong)
Prospect and Markowitz Stochastic
Dominance, Annals of Finance, 4 (2008), 105-129.
- (with J.F. Cai and Z.W. Shen)
A Framelet-Based Image
Inpainting Algorithm, Appl. Comput. Harmon. Anal., 24 (2008),
131-149.
- (with J.F. Cai, Z.W. Shen, and L.X. Shen)
Restoration of Chopped and Nodded
Images by Framelets, SIAM J. Sci. Comput., 30 (2008),
1205-1227.
- (with K. Chen)
Fast Multigrid Algorithm for a Minimization
Problem in Impulse Noise Removal, SIAM J. Sci. Comput.,
30 (2008), 1474-1489.
- (with J.F. Cai and M. Nikolova)
Two-Phase Approach for Deblurring
Images Corrupted by Impulse Plus Gaussian Noise,
Inverse Problems and Imaging, 2 (2008), 187-204.
- (with S.Q. Zhang, W.K. Ching, and L.Y. Wu)
Construction and Control of Genetic
Regulatory Networks: A Multivariate Markov Chain Approach,
J. Biomedical Sci. Engng., 1 (2008), 15-21.
- (with S. Setzer and G. Steidl)
Inpainting by Flexible Haar-Wavelet
Shrinkage, SIAM J. Imag. Sci., 1 (2008), 273-293.
- (with J.F. Cai, L.X. Shen, and Z.W. Shen)
Convergence Analysis of
Tight Framelet Approach for Missing Data Recovery,
Adv. Comput. Math., 31 (2009), 87-113.
- (with J.F. Cai, L.X. Shen, and Z.W. Shen)
Simultaneously Inpainting in Image
and Transformed Domains, Numer. Math., 112 (2009), 509-533.
- (with Y.W. Wen and A.M. Yip)
A Fast Optimization Transfer Algorithm for
Image Inpainting in Wavelet Domains,
IEEE Trans. Image Proc., 18 (2009), 1467-1476.
- (with J.F. Cai and M. Nikolova)
Fast
Two-Phase Image Deblurring under Impulse Noise,
J. Math. Imaging Vis.,
36 (2010), 46-53.
- (with B. Morini and M. Porcelli)
A Reduced
Newton Method for Constrained Linear Least-Squares Problems,
J. Comp. Applied Math., 233 (2010), 2200-2212.
- (with K. Chen)
A
Multilevel Algorithm for Simultaneously Denoising and Deblurring
Images, SIAM J. Sci. Comput., 32 (2010), 1043-1063.
- (with Y.Q. Dong, and M. Hintermueller)
An
Efficient Two-Phase L1-TV Method for Restoring Blurred Images with
Impulse Noise, IEEE Trans. Image Proc., 19 (2010), 1731-1739.
- (with J.F. Cai and Z.W. Shen)
Simultaneous
Cartoon and Texture Inpainting,
Inverse Problems and Imaging, 4 (2010), 379-395.
- (with T. Wu)
Memory-Reduction
Method for Pricing American-Style Options under Exponential Levy Processes,
East Asian J. Applied Math., 1 (2011), 20-34.
- (with W.K. Ching and Y.W. Wen)
Simultaneous Cartoon and Texture Reconstruction for Image Restoration
by Bivariate Function, Applicable Analysis, 90 (2011),
1275-1290.
- (with H.X. Liang and J. Ma)
Positively
Constrained Total Variation
Penalized Image Restoration, Adv.
Adapt. Data Anal., 3 (2011), 187-201.
- (with J.F. Yang and X.M. Yuan)
Alternating Direction Method for Image Inpainting in Wavelet Domain,
SIAM J. Imag. Sci., 4 (2011), 807-826.
- (with Z.Z. Bai and Z.R. Ren)
On Sinc
Discretization and Banded Preconditioning for
Linear Third-Order Ordinary Differential Equations,
Numer. Linear Algebra Applic., 18 (2011), 471-497.
- (with H.F. Chan, H.M. Yeung, and R.W. Wang)
Composition
Vector Method based on Maximum Entropy Principle for
Sequence Comparison, IEEE/ACM Trans. Comput. Biology
Bioinformatics, 9 (2012), 79-87.
- (with Y.W. Wen and A.M. Yip)
A Primal-Dual Method for Total Variation-Based Wavelet Domain Inpainting,
IEEE Trans. Image Process., 21 (2012), 106-114.
- (with Y.W. Wen)
Parameter
Selection for Total Variation Based Image Restoration
Using Discrepancy Principle, IEEE Trans. Image Process., 21 (2012), 1770-1781.
- (with J. Ma)
A Multiplicative Iterative Algorithm for Box-constrained Penalized
Likelihood Image Restoration, IEEE Trans. Image Process., 21 (2012), 3168-3181.
- (with X.M. Yuan and W.X. Zhang)
Point Spread Function Reconstruction in Ground-based Astronomy by L1-Lp Model,
J. Opt. Soc. Am. A, 29 (2012), 2263-2271.
- (with S.T. Lee and H.W. Sun)
Boundary
Value Methods for Transient Solutions of Queueing Networks with
Variant Vacation Policy, J. Comput. Appl. Math., 236 (2012), 3948-3955.
(Special Memorial Issue for Prof. Donato Trigiante).
- (with M. Tao and X.M. Yuan)
Linearized
Alternating Direction Method for Constrained
Linear Least-squares Problem,
East Asian J. Appl. Math., 2 (2012), 326-341.
- (with A. Lanza, S. Morigi, and F. Sgallari)
An Adaptive Strategy for the Restoration of Textured Images using
Fractional Order Regularization, Numer. Math. Theor. Meth. Appl.,
6 (2013), 276-296.
- (with X.H. Cai and T.Y. Zeng)
A Two-stage
Image Segmentation Method using a Convex Variant of the
Mumford-Shah Model and Thresholding,
SIAM J. Imag. Sci., 6 (2013), 368-390.
- (with X.H. Cai, S. Morigi, and F. Sgallari)
Vessel
Segmentation in Medical Imaging Using a Tight-Frame Based Algorithm,
SIAM J. Imag. Sci., 6 (2013), 464-486.
- (with M. Tao and X.M. Yuan)
Constrained
Total Variational Deblurring Models and Fast Algorithms
Based on Alternating Direction Method of Multipliers,
SIAM J. Imag. Sci., 6 (2013), 680-697.
- (with M. Nikolova and Y.W. Wen)
Exact
Histogram Specifcation for Digital Images Using a Variational Approach,
J. Math. Imaging Vision, 46 (2013), 309-325.
- (with J. Huang and M. Donatelli)
Nonstationary
Iterated Thresholding Algorithms for Image Deblurring,
Inverse Problems and Imaging, 7 (2013), 717-736,
(Special Birthday Issue for Prof. Tony Chan).
- (with X.M. Yuan and W.X. Zhang)
A
Phase Model for Point Spread Function Estimation in Ground-based
Astronomy, Science China Mathematics, 56 (2013), 2701-2711.
(Special Birthday Issue for Prof. Zhongci Shi).
- (with T. Teuber and G. Steidl)
Minimization
and Parameter Estimation for Seminorm Regularization Models with
I-Divergence Constraints, Inverse Problems, 29 (2013) 035007.
- (with H.F. Yang and T.Y. Zeng)
A
Two-stage Image Segmentation Method for Blurry Images with
Poisson or Multiplicative Gamma Noise,
SIAM J. Imag. Sci., 7 (2014), 98-127.
- (with Y. Xi and J. Xia)
A
Fast Randomized Eigensolver with
Structured LDL Factorization Update,
SIAM J. Matrix Anal. Appl., 35 (2014), 974-996.
- (with Z.Z. Bai and Z.R. Ren)
On
Order-Reducible Sinc Discretizations and Block-Diagonal
Preconditioning Methods for Linear Third-Order Ordinary
Differential Equations,
Numer. Linear Algebra Applic., 21 (2014), 108-135.
- (with J. Wen, R.L. He, and S. S.-T. Yau)
The
k-mer Natural Vector and its Application to the
Phylogenetic Analysis of Genetic Sequences,
Gene, 546 (2014), 25-34.
- (with H.X. Liang, M. Nikolova, S.H. Wei, X.C. Tai)
High-order Total Variation Regularization Approach for Axially
Symmetric Object Tomography from a Single Radiograph,
Inverse Problems and Imaging, 9 (2015), 55-77.
- (with C.H. Chen, J.F. Yang, and S.Q. Ma)
Inertial
Proximal ADMM for Linearly Constrained Separable Convex Optimization,
SIAM J. Imag. Sci., 8 (2015), 2239-2267.
- (with Y.W. Wen and T.Y. Zeng)
Primal-Dual Algorithms for Total Variation Based
Image Restoration under Poisson Noise,
Science China Mathematics, 59 (2016), 141-160.
(Dedicated to the 80th Birthday for Prof. Lin Qun).
- (with A. Ma and H. Pan)
EMD-Candlestick---Methodology and Applications,
Journal of Technical Analysis, 69 (2016), 21-38.
- (with H.X. Liu and Y. Yao)
Geometric
Tight Frame based Stylometry for Art Authentication of van Gogh
Paintings, Appl. Comput. Harmon. Anal., 41 (2016), 590-602.
- (with R. Bergmann, R. Hielscherz, J. Persch, and G. Steidl)
Restoration
of Manifold-Valued Images by Half-Quadratic Minimization,
Inverse Problems and Imaging, 10 (2016), 281-304.
- (with Y.R. Li, L.X. Shen, Y.C. Hsu and W.Y. Tseng)
An
Adaptive Directional Haar Framelet-based Reconstruction Algorithm for
Parallel Magnetic Resonance Imaging,
SIAM J. Imag. Sci., 9 (2016), 794-821.
- (with X.H. Cai, M. Nikolova, and T.Y. Zeng)
A
Three-stage Approach for Segmenting Degraded Color
Images: Smoothing, Lifting and Thresholding (SLaT),
J. Sci. Comput., 72 (2017), 1313-1332.
- (with X. Ye, J. Xia, S. Cauley, and V. Balakrishnan)
A Fast
Contour-Integral Eigensolver for Non-Hermitian Matrices,
SIAM J. Matrix Anal. Appl., 38, (2017), 1268-1297.
- (with K. Kan and A. Ma)
An
Upper Bound for Ex-post Sharpe Ratio with Application in
Performance Measurement, The Journal of Performance
Measurement, 22 (2017), 7-19.
- (with G.J. Yin and M.C. Yeung)
A FEAST Algorithm with
Oblique Projection for Generalized Eigenvalue
Problems, Numerical Linear Algebra with Applications, 2017;24:e2092.
-
(with S. Khan, G.X. Xu, and H. Yan)
An
Online Spatio-temporal Tensor Learning Model for Visual
Tracking and its Applications to Facial Expression
Recognition, Expert Systems with Applications, 90 (2017), 427-438.
- (with A. Ma and L. Yeung)
An
Uncertainty Quantification Framework for the Achievability of
Backtesting Results of Trading Strategies,
Journal of Investment Strategies, 6 (2017), 21-46.
- (with A. Lanza, S. Morigi, and F. Sgallari)
Convex
Non-convex Image Segmentation, Numer. Math., 138 (2018), 635-680.
-
(with K. Kan and A. Ma)
An
Integer Programming Based Strategy for Asian-style
Futures Arbitrage over the Settlement Period,
Algorithmic Finance, 7 (2018), 31-42.
- (with K. Chan and M. Nikolova)
A
Convex Model for Edge-Histogram Specification
with Applications to Edge-Preserving Smoothing,
Axioms, 7 (2018), doi: 10.3390/axioms7030053.
-
(with Y. Wen)
Using
Generalized Cross Validation to Select Regularization
Parameter for Total Variation Regularization Problems,
Inverse Problems and Imaging, 12 (2018), 1103-1120.
- (with C. Wang, M. Nikolova, R. Plemmons, and S. Prasad)
Non-convex
Optimization for 3D Point Source Localization Using
a Rotating Point Spread Function,
SIAM Journal on Imaging Sciences, 12 (2019), 259-286.
- (with X. Guo, A. Wong and L. Zhu)
Mean-Variance,
Mean-VaR, and Mean-CVaR Models for Portfolio Selection With Background Risk,
Risk Management, 21 (2019), 73-98.
- (with A. Lau, X. Cheng, C. Cheng, W. Nong, M. Cheung, J. Hui, and H. Kwan)
Discovery
of MicroRNA-like RNAs During Early Fruiting
Body Development in the Model Mushroom Coprinopsis Cinereai,
PLOS One, 13 (2019), doi: 10.1371/journal.pone.0198234.
- (with H. Liang) Truncated
Fractional-Order Total Variation Model for Image Restoration, Journal of the Operational Research Society of China,
7 (2019), 561-578.
- (with K. Kan and A. Ma) Computation
of Implementation Shortfall for Algorithmic Trading by Sequence Alignment,
The Journal of Financial Data Science, 1 (2019), 88-97, DOI: 10.3905/jfds.2019.1.3.088.
- (with X. Cai, C. Schonlieb, G. Steidl, and T. Zeng)
New
Linkage Between Piecewise Constant Mumford-Shah Model and ROF Model
and Its Virtue in Image Segmentation, SIAM Journal on Scientific Computing, 41 (2019), B1310-B1340.
- (with E. Clark, X. Guo, A. Wong)
New
Development on the Third
Order Stochastic Dominance for Risk-Averse and Risk-Seeking Investors
with Application in Risk Management, Risk Management, 22 (2020), 108-132.
- (with K. Kan, M. Nikolova, and R. Plemmons)
A
Two-stage Method for Spectral-spatial Classification of Hyperspectral Images,
Journal of Mathematical Imaging and Vision, 62 (2020), 790-807 .
- (with R. Ke, R. Wagner, and R. Ramlau)
Reconstruction
of the High Resolution Phase in a Closed Loop Adaptive Optics System,
SIAM Journal on Imaging Science, 13 (2020), 775-806.
- (with L. Wang and T. Zeng)
Probabilistic Semi-supervised Learning via Sparse Graph Structure Learning,
IEEE Transactions on Neural Networks and Learning, 32 (2021), 853-867.
- (with H. Yang, X. Ding, H. Hu, Y. Peng, and T. Zeng)
A New Initialization Method Based on Normed Statistical Spaces in Deep Networks,
Inverse Problem and Imaging, 15 (2021), 147-159.
- (with J.C. Zhang, A.I. Aviles-Rivero, D. Heydecker, X.S. Zhuang, and C. Scheonlieb)
Dynamic Spectral Residual Superpixels, Pattern Recognition, 112 (2021), 107705.
- (with Y.R. Li, L.X. Shen, and X.S. Zhuang)
Regularization with Multilevel Non-stationary Tight Framelets for Image Restoration,
Applied and Computational Harmonic Analysis, 53 (2021), 332-348.
- (with H.S. Wong, L. Wang, and T.Y. Zeng)
Deep Tensor CCA for Multi-view Learning, IEEE Transactions on Big Data,
8 (2022), 1664-1677. doi: 10.1109/TBDATA.2021.3079234.
- (with H.Q. Huang, I. Ahmed, A. Ali, X.W. Zha, and Y.P. Zhang)
Relations
between the Average Bipartite Entanglement and N-partite Correlation Functions,
Laser Physics, 32 (2022), 075201.
- (with S. Camalan, K.N. Cui, V. Pauca, S. Alqahtani, M. Silman, R. Plemmons,
E. Dethier, L. Fernandez, and D. Lutz)
Change
Detection of Small Water Bodies in
Alluvial Gold Mining Satellite Imagery, Remote Sensing, 14 (2022), 1746. DOI:10.3390/rs14071746.
- (with S.C. Chow, X. Guo, and W.K. Wong)
Central Moments,
Stochastic Dominance, Moment Rule, and Diversification with an Application,
Chaos, Solitons and Fractals, 161 (2022), 112251.
- (with R.N. Li)
A 3-stage Spectral-spatial Method for Hyperspectral Image Classification,
Remote Sensing, 14 (2022), DOI:10.3390/rs14163998.
- (with K.X. Li, H.W. Li, and Y.W. Wen)
Selecting Regularization Parameters for Nuclear Norm Type Minimization Problems,
SIAM Journal on Scientific Computing, 44 (2022), DOI:10.1137/21M143786X.
-
(with J.F. Li, C.Y. Huang, H. Feng, M.K. Ng, and T.Y. Zeng)
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks,
SIAM Journal on Imaging Sciences, 16 (2023), 1179-1196.
-
(with X. Yang, S. Gao, B. Yang, Z. Yang, F. Lou, P. Huang, P. Zhao, J. Guo, H. Fang, B. Chu, M.
He, N. Wang, A. Chan, Z. Wang, L. Bian, K. Zhang)
A Bioinspired Tumor-targeting and Biomarker-activatable Cell-material Interfacing System Enhances Osteosarcoma Treatment via
Biomineralization, Science Advances, 10 (2023), DOI:10.1002/advs.202302272.
-
(with X. Yu, J. Li, H. Jia, J. Zhou, X. Huang, L. Xu, S. Jia, Z. Gao, K. Yao, D. Li, B. Zhang,Y. Liu,
Y. Huang, Y. Hu, G. Zhao, Z. Xu, J. Li, C. Yiu, Y. Gao, M. Wu, Y. Jiao, Q. Zhang, X. Tai, Y. Zhang, and X. Ma)
Thin, Soft, Wearable System for
Continuous Wireless Monitoring of
Artery Blood Pressure, Nature Communications, 14, 5009 (2023). DOI: 10.1038/s41467-023-40763-3.
-
(with L.J. Dai, M.D. Lu, C. Wang, and S. Prasad)
LocNet: Deep Learning-based Localization on
Rotating Point Spread Function with Applications to Telescope Imaging, Optics Express, 31 (2023), 39341-39355.
-
(with H. Liu and X.C. Tai)
Connections
between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation,
Annals of Applied Mathematics, 39 (2023), 406-428. (Memorial Issue for Prof. Zhong-Ci Shi)
-
(with X. Xiao, Y.W. Wen and T.Y. Zeng)
Image Segmentation using Bayesian Inference
for Convex Variant Mumford-Shah Variational Model, SIAM Journal on Imaging Science, 17 (2024), 248–272.
-
(with H. Liu and X.C. Tai)
PottsMGNet:
A Mathematical Explanation of Encoder-Decoder Based Neural Networks, SIAM Journal on Imaging Science, 17 (2024), 540–594.
-
(with Y.R. Li, L.X. Shen, X.S. Zhuang, R.S. Wu, Y.J. Huang, and J.W Liu)
Exploring Structural
Sparsity of Coil Images from 3-Dimensional Directional
Tight Framelets for SENSE Reconstruction, SIAM Journal on Imaging Science,
17 (2024), 888-916..
-
(with K.N. Cui, R.N. Li, S.L. Polk, Y.Y. Lin, H.S. Zhang, J.M. Murphy, and R.J. Plemmons)
Superpixel-based
and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering,
IEEE Transactions on Geoscience and Remote Sensing, 62 (2024), 1-18, DOI: 10.1109/TGRS.2024.3385202.
-
(with D. Li, S.S. Zhou, and T.Y. Zeng)
Multi-Prototypes
Convex Merging Based K-Means Clustering Algorithm,
accepted for publication by IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2023.3342209.
-
(with D.H. Zheng, S.Q Tang, R. Wagner, R. Ramlau, and C.L. Bao)
PhaseNet:
A Deep Learning Based Phase Reconstruction Method for Ground-based Astronomy,
accepted for publication by SIAM Journal on Imaging Science
-
(with H. Zhang and X.C. Tai) A Meshless Solver for Blood Flow Simulations in Elastic Vessels
Using Physics-Informed Neural Network, accepted for publication with minor revision by
SIAM Journal on Scientific Computing.
-
(with C.W. Cheng, C. Runkel, L.H. Liu, C.-B. Schonlieb, A.I. Aviles-Rivero)
Continuous U-Net: Faster, Greater and Noiseless, accepted for publication with minor revision by
Transactions on Machine Learning Research.
Proceedings Papers and Book Chapters
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Type Toeplitz Matrices, Proceedings to the
Asian Mathematical Conference, Hong Kong,
August 14-18, 1990, pp. 45-50,
Eds: Li Zhong, K.P. Shum, C.C. Yang and Yang Le,
World Sci. Pub., Singapore, 1992.
- (with J.G. Nagy and R.J. Plemmons) Preconditioned Toeplitz
Least Squares Iterations, Proceedings to
the Copper Mountain Conference on Iterative Methods, April 9-14, 1992.
- Iterative Methods for Queueing Networks with
Irregular State-Spaces, Proceedings to the IMA Workshop on
Linear Algebra, Markov Chains and Queueing Models, Minneapolis,
January 13-17, 1992, pp. 89-110, Eds: C. Meyer and R. Plemmons,
Springer-Verlag, 1993.
- (with J.G. Nagy and R.J. Plemmons) Block Circulant Preconditioners
for 2-Dimensional Deconvolution, Proceedings to the SPIE
Symposium on Advanced Signal Processing Algorithms, Architectures and
Implementation III, San Diego, CA, July, 1992, pp. 60-71,
Ed: F. Luk.
- (with Y.K. Kwok and H.C. Huang)
Numerical Analysis and Scientific Computation in Hong Kong,
Computational Mathematics in China,
Contemporary Mathematics Series, V. 163, pp. 77-92, AMS, 1994,
Eds: Z.C. Shi and C.C. Yang.
- (with F.R. Lin) Circulant Integral Operators and Circulant
Preconditioners, Proceedings to the Cornelius Lanczos
International Centenary Conference, Raleigh, December, 1993,
pp. 407-409, Eds: J. Brown, M. Chu, D. Ellison and R. Plemmons,
SIAM, 1994.
- (with K.P. Ng and R.J. Plemmons) Generalization of Strang's
Preconditioner with Applications to Iterative Deconvolution,
Proceedings to the SPIE Symposium on Advanced Signal Processing:
Algorithms, Architectures, and Implementations, Vol. 2296, San
Diego CA, July, 1994, pp. 528-539, Ed: F. Luk.
- (with W.K. Ching) Iterative Methods for Queueing Models with
Batch Arrivals, Proceedings to the Second International
Workshop on the Numerical Solution of Markov Chains, Raleigh,
January, 1995, pp. 81-93, Ed: W. Stewart, Kluwer Academic Pub.,
1995.
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Continuation Method for Total Variation Denoising Problems,
Proceedings to the SPIE Symposium on Advanced Signal Processing:
Algorithms, Architectures, and Implementations, Vol. 2563, San
Diego CA, July, 1995, pp. 314-325, Ed: F. Luk.
- (with T.F. Chan and C.K. Wong)
Cosine Transform Based Preconditioners
for Total Variation Minimization Problems in Image Processing,
Iterative Methods in Linear Algebra, II, V3,
IMACS Series in Computational and Applied Mathematics,
Proceedings of the Second IMACS International Symposium
on Iterative Methods in Linear Algebra, Bulgaria, June, 1995,
pp. 311-329, Ed: S. Margenov and P. Vassilevski.
- (with W.K. Ching and X.Y. Zhou)
Conjugate Gradient Methods for Markov Modulated Poisson Processes,
Proceedings of the Second Asian Mathematical Conference,
Thailand, October, 1995, pp. 406-417, World Scientific Press, 1998.
- (with F.R. Lin and W.F. Ng) Fast Algorithm for Second Kind
Integral Equations by Matrix Approximative Decomposition
(in Chinese), Supple. J. Sun Yatsen Uni., (1996), 24-27.
- (with M.K. Ng) Preconditioning Toeplitz Systems with
Circulant Preconditioners, Iterative Methods in Scientific
Computing and Their Applications, pp. 243-270,
Ed. R. Chan, T. Chan and G. Golub, Springer-Verlag, 1997.
- (with C.P. Cheung and H.W. Sun)
Fast Algorithms for Problems on Thermal Tomography,
Lecture Notes in Computer Science, V1196
Proceedings of the First Workshop
on Numerical Analysis and Applications, Bulgaria, June, 1996,
pp. 90-97, Ed: L. Vulkov, J. Wasniewski, P. Yalamov,
Springer-Verlag, 1997.
- (with M.K. Mak)
Parallel Implementation of 2-Dimensional Toeplitz Solver on MasPar
with Applications to Image Restoration, Proceedings of the
High Performance Computing Asia 97, pp. 389-394, Seoul, April, 1997.
- (with M.K. Ng)
Iterative Methods for Linear Systems with Matrix Structure,
in Fast Reliable Algorithms for Matrices with Structure,
pp. 117-152, ed: T. Kailath and A. Sayed, SIAM, 1999.
- (with T.F. Chan and W.L. Wan)
Multigrid for Differential-Convolution
Problems Arising from Image Processing,
Proceedings of the Workshop
on Scientific Computing, pp. 58-72, Hong Kong, 97, Springer-Verlag,
Ed: G. Golub, S.H. Lui, F. Luk and R. Plemmons.
- (with T.M. Tso and H.W. Sun)
Circulant Preconditioners from B-Splines,
Proceedings to the SPIE Symposium on Advanced Signal Processing:
Algorithms, Architectures, and Implementations, Vol. 3162,
pp. 338-347, San Diego CA, July, 1997, Ed: F. Luk.
- (with F.R. Lin)
Fast Iterative Methods for Wiener-Hopf Equations, Proceedings to
the International Conference on Numerical Linear Algebra and
Optimization, pp. 3-10, Qingdao, China, October, 1997
- (with T.F. Chan, M.K. Ng, W.C. Tang, and C.K. Wong)
Preconditioned Iterative Methods for High-resolution Image
Reconstruction with Multisensors,
Proceedings to the SPIE Symposium on Advanced Signal Processing:
Algorithms, Architectures, and Implementations, Vol. 3461,
pp. 348-357, San Diego CA, July, 1998, Ed: F. Luk.
- (with M.K. Ng and M.H. Yip),
High-Resolution Image Reconstruction with Neumann Boundary
Condition,
Proceedings of the Fourth Japan-China Seminar on
Numerical Mathematics
pp. 11-21, Japan, August, 1998, Ed: H. Kawarada and Z. Shi.
- (with M.H. Yip, C.W. Leung, and M.K. Ng)
Circulant Preconditioners for Ill-Conditioned Hermitian
Toeplitz Matrices, Proceedings
of the International Congress of Chinese Mathematicians,
Beijing, December, 1998, AMS/IP Studies in
Advanceed Mathematics, 20 (2001), 481-490.
- (with M.K. Ng and X.Q. Jin)
Circulant Preconditioners for Solving Ordinary Differential Equations,
Structured Matrices: Recent Advances and Applications,
Advances in the Theory of Computational Mathematics, Vol. 4,
pp. 157--164, Eds.: D. Bini, E. Tyrtyshnikov, and P. Yalamov.
Nova Science Pub. Inc., 2001.
- (with W.K. Ching)
A Direct Method for Stochastic Automata Networks,
Proceedings of the IMS Workshop on Applied Probability,
pp. 1-18, Hong Kong, June, 1999, Eds.: R. Chan, Y. Kwok,
D. Yao, and Q. Zhang.
- (with M.K. Ng and A.M. Yip)
A Survey of Preconditioners for Ill-Conditioned Toeplitz
Systems, Structured Matrices in Mathematics,
Computer Science, and Engineering II,
Contemporary Mathematics Series, V. 281, pp. 175-191,
AMS, 2001, Ed: V. Olshevsky.
- (with M.K. Ng and W.C. Kwan)
A Fast Algorithm for High-Resolution Color Image Reconstruction
with Multisensors, Lecture Notes in Computer
Science, Vol. 1988, pp. 615-627, Ed: L. Vulkov, J. Wasniewski,
P. Yalamov, Springer-Verlag, 2001.
- (with T.F. Chan, L.X. Shen, and Z.W. Shen)
A Wavelet Method For High-Resolution Image Reconstruction With
Displacement Errors, Proceedings of the 2001 International
Symposium on Intelligent Multimedia, Video and Speech Processing,
pp. 24-27, Hong Kong, May, 2001.
- (with F.R. Lin, and K.M. Yeung)
A Frequency Domain Based Watermarking Scheme with Spatial Repetition
Coding, Proceedings for the
5th World Multi-Conference on Systemics, Cybernetics and
Informatics, V. VI, pp. 35-40, Eds: N. Callaos, D. Rosario,
B. Sanchez, Orlando, July, 2001.
- (with M. Donatelli, S. Serra-Capizzano, and C. Tablino-Possio)
Application of Multigrid Techniques to Image Restoration Problems,
Proceedings to the SPIE Symposium on Advanced Signal Processing:
Algorithms, Architectures, and Implementations, Vol. 4791,
pp. 210-221, San Diego CA, July, 2002, Ed: F. Luk.
- (with R.K. Ling, and M.K. Ng)
Reconstruction of High-Resolution Images from Low-Resolution Images,
SPIE Electronic Imaging Newsletter, 13 (2003), p.3 and p.10.
- (with Z.J. Bai and X.Q. Jin)
Strang-Type Preconditioners for Solving Systems of Delay
Differential Equations by Boundary Value Methods,
Adv. Math. Res., 3 (2003), 125-140, Ed: G. Oyibo.
- (with L.X. Shen and Z.W. Shen)
Restoring Chopped and Nodded Images by Tight Frames,
Proceedings to the SPIE Symposium on Advanced Signal Processing:
Algorithms, Architectures, and Implementations, Vol. 5205, pp.
310-319, San Diego CA, August, 2003, Ed: F. Luk.
- (with C.W. Ho, C.Y. Leung, and M. Nikolova)
Minimization of Detail-Preserving Regularization
Functional by Newton's Method with Continuation,
Proceedings of IEEE International Conference
on Image Processing, pp. 125-128, Genova, Italy, Sept., 2005.
- (with Z. Shen and T. Xia)
Resolution Enhancement for Video Clips: Tight Frame Approach,
Proceedings of IEEE International Conference on
Advanced Video and Signal-Based Surveillance, pp. 406-410,
Como, Italy, Sept. 2005.
- (with J.Z. Bai and F. Luk)
Principal Component Analysis for Distributed Data Sets with Updating,
Proceedings of the 6th International Workshop on Advanced Parallel
Processing Technologies, Lecture Notes in Computer Science, Vol.
3756, pp. 471-483, Hong Kong, China, October, 2005,
Eds: J.N. Cao, W. Nejdl, and M. Xu.
- (with J.F. Cai and B. Morini)
Minimization of Edge-Preserving Regularization Functional by
Conjugate Gradient Type Methods,
Image Processing Based on Partial Differential Equations:
Proceedings of the International Conference on PDE-Based Image
Processing and Related Inverse Problems, pp. 107-120,
Oslo, August, 2005.
Eds: X.-C. Tai, K.-A. Lie, T.F. Chan, and S. Osher.
- (with S.Q. Zhang, W.K. Ching, and L.Y. Wu)
A Simplified Multivariate
Markov Chain Model for the Construction and Control of Genetic Regulatory,
IEEE Proceedings to the 2nd International Conference on Bioinformatics
and Biomedical Engineering Networks, Shanghai, May, 2008.
- (with L.Y. Wu, J.H. Zhang) Improved
Approach for Haplotype Inference Based on Markov Chain, The Second International
Symposium on Optimization and Systems Biology, Lijiang, China, October, 2008.
- (with Y.Q. Dong, and Z.X. Wang)
A Framelet-based Algorithm for Video Enhancement,
Springer Lecture
Notes in Electrical Engineering, Proceedings to the International Workshop on
Numerical Linear Algebra and Applications to Signals, Systems, and
Control, Kharagpur, India, January, 2007.
- (with G.S. Han, Z.G. Yu, and V. Anh)
Distinguishing Coding from Non-coding
Sequences in a Prokaryote Complete Genome based on the Global Descriptor,
Proceedings to The 6th International Conference on Fuzzy
Systems and Knowledge Discovery, Tianjin, August 2009.
- (with H.F. Chan, R.W. Wang, and J.C. Wong)
Maximum Entropy Method
for Composition Vector Method in Algorithms in Computational Molecular
Biology:
Techniques, Approaches and Applications, Eds. M. Elloumi and A. Zomaya,
Wiley Series in Bioinformatics, 2010.
- (with J.F. Cai, L.X. Shen, and Z.W. Shen)
Tight Frame Based Method for
High-Resolution Image Reconstruction, Proceedings to the
Conference on Wavelet Analysis and its Application, Zhuhai, China,
August, 2007, Contemporary Applied
Mathematics, Vol. 14, pp. 1-36, 2010.
- (with B. Morini and M. Porcelli)
Affine Scaling Methods
for Image Deblurring Problems,
American Institute of Physics Conference Proceedings 1281, Vol. 2, pp.
1043-1046, 2010.
- (with T. Chan and A. Yip)
Numerical
Methods and Applications in Total Variation Image Restoration,
Handbook of Mathematical Methods in Imaging, Ed. O.Scherzer, Springer, 2011.
- (with M. Nikolova and Y.W. Wen)
A Variational Approach for Exact Histogram Specification,
Proceedings to the Third International Conference in
Scale Space and Variational Methods in Computer Vision, Ein-Gedi, Israel,
May 2011, Springer Lecture Notes in Computer Science, Vol. 6667, pp. 86-97,
2012.
- (with X.H. Cai, S. Morigi, and F. Sgallari)
Framelet-Based Algorithm for
Segmentation of Tubular Structures,
Proceedings to the Third International Conference in
Scale Space and Variational Methods in Computer Vision, Ein-Gedi, Israel,
May 2011, Springer Lecture Notes in Computer Science, Vol. 6667, pp. 411-422, 2012.
- (with H.X. Liang)
Half-Quadratic Algorithm for lp-lq Problems with
Applications to TV-l1 Image Restoration and Compressive Sensing
Proceedings to Schloss Dagstuhl Seminar on Efficient Algorithms for
Global Optimisation Methods in Computer Vision, Wadern, Germany, 2011,
Springer Lecture Notes in Computer Science, Vol. 8293, pp. 78-103, 2014.
- (with C. Wang, R.J. Plemmons, S. Prasad, and M. Nikolov)
Novel Sparse Recovery
Algorithms for 3D Debris Localization using Rotating Point Spread Function Imagery.
Proc. 2018 AMOS Technical Conference, Maui, USA. 2018.
- (with R. Zhao) A Nuclear-Norm
Model for Multi-Frame Super-Resolution Reconstruction from Video Clips,
Structured Matrices in Numerical Linear Algebra. Springer INdAM Series. Springer.
Ed.: D. Bini, F. Di Benedetto, E. Tyrtyshnikov, M. Van Barel, Vol. 30 (2019), pp. 303-322.
- (with D. Lazzaro, S. Morigi, and F. Sgallari) A
Non-convex Nonseparable Approach to Single-Molecule Localization Microscopy,
Scale Space and Variational Methods in Computer Vision,
LNCS 11603, Springer. Ed.: J. Lellmann, M. Burger, and J. Modersitzki. (2019), pp. 498-509.
- (with C. Wang, R. Plemmons, and S Prasad) Point Spread Function Engineering for 3D Imaging of
Space Debris using a Continuous Exact L0 Penalty (CEL0) Based Algorithm, Proceedings for
the International Conference on Image Processing and Inverse Problems, Beijing, China, 2018.
- (with X. Cai and T. Zeng) An
Overview of SaT Segmentation Methodology and Its Applications in Image Processing, Handbook of
Mathematical Models and Algorithms in Computer Vision and Imaging,
Ed.: K. Chen, C. Schoenlieb, X. Tai, and L. Younes, Springer, 2021.
- (with R. Li, K. Cui, and R. Plemmons) Classification of Hyperspectral Images Using SVM with
Shape-adaptive Reconstruction and Smoothed Total Variation, IEEE
International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpar, Malaysia, July 17-22, 2022.
- (with K. Cui, S. Camalan, R. Li, V. Pauca, S. Alqahtani, R. Plemmons, M. Silman, E. Dethier, and D. Lutz)
Semi-supervised Change Detection of Small Water Bodies Using RGB and Multispectral Images in Peruvian
Rainforests
, IEEE Workshop on Hyperspectral Image and Signal Processing: Evoluation in
Remote Sensing (Whisper), Rome, Italy, September 13-16, 2022.
(with K. Cui, R. Li, S. Polk, J. Murphy, and R. Plemmons)
Unsupervised
Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry,
IEEE Workshop on Hyperspectral Image and Signal Processing:
Evoluation in Remote Sensing (Whisper), Rome, Italy, September 13-16, 2022.
(with Z. Wang, Li Wang, and T. Zeng) Exploring
Latent Sparse Graph for Large-Scale Semi-supervised Learning, European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Grenoble, France, September 19-23, 2022.