Raymond Chan

Hao Liu

Raymond Chan

SIAM J. Imaging Sci., March, 2024

Continuous U-Net: Faster, Greater and Noiseless.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2024

Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

A Meshless Solver for Blood Flow Simulations in Elastic Vessels Using a Physics-Informed Neural Network.

[BibT_eX]

[DOI]

Han Zhang

SIAM J. Sci. Comput., 2024

PhaseNet: A Deep Learning Based Phase Reconstruction Method for Ground-Based Astronomy.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2024

Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2024

A new method to compute the blood flow equations using the physics-informed neural operator.

[BibT_eX]

[DOI]

Lingfeng Li

Raymond Honfu Chan

J. Comput. Phys., 2024

A Mathematical Explanation of UNet.

[BibT_eX]

[DOI]

CoRR, 2024

Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach.

[BibT_eX]

[DOI]

CoRR, 2024

BP-DeepONet: A new method for cuffless blood pressure estimation using the physcis-informed DeepONet.

[BibT_eX]

[DOI]

Lingfeng Li

Raymond Chan

CoRR, 2024

VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising.

[BibT_eX]

[DOI]

CoRR, 2024

Double-well Net for Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Accurate detection and instance segmentation of unstained living adherent cells in differential interference contrast images.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

Medical image reconstruction with multi-level deep learning denoiser and tight frame regularization.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2024

Optimized Hard Exudate Detection with Supervised Contrastive Learning.

[BibT_eX]

[DOI]

Wei Tang

Kangning Cui

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Implicit Regression in Subspace for High-Sensitivity CEST Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

EvalCrafter: Benchmarking and Evaluating Large Video Generation Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., September, 2023

Single-Shot Plug-and-Play Methods for Inverse Problems.

[BibT_eX]

[DOI]

CoRR, 2023

TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations.

[BibT_eX]

[DOI]

CoRR, 2023

Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation.

[BibT_eX]

[DOI]

Hao Liu

CoRR, 2023

Multi-Classification using One-versus-One Deep Learning Strategy with Joint Probability Estimates.

[BibT_eX]

[DOI]

Anthony Hei-Long Chan

Raymond Honfu Chan

Lingjia Dai

CoRR, 2023

A Global and Patch-wise Contrastive Loss for Accurate Automated Exudate Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Dual-View Selective Instance Segmentation Network for Unstained Live Adherent Cells in Differential Interference Contrast Images.

[BibT_eX]

[DOI]

CoRR, 2023

Security-Enhanced Orchestration Platform for Building Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Critical Infrastructure Protection XVII, 2023

2022

Selecting Regularization Parameters for Nuclear Norm-Type Minimization Problems.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., August, 2022

Deep Tensor CCA for Multi-View Learning.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

A 3-Stage Spectral-Spatial Method for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Ruoning Li

Remote. Sens., 2022

Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Unsupervised Spatial-Spectral Hyperspectral Image Reconstruction And Clustering With Diffusion Geometry.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Semi-Supervised Change Detection Of Small Water Bodies Using Rgb And Multispectral Images In Peruvian Rainforests.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Secure IoT Deployment Checklist for Building Management System.

[BibT_eX]

[DOI]

Wye Kaye Yan

Jung Man Ma

Malcolm Yoke Hean Low

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Exploring Latent Sparse Graph for Large-Scale Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Classification of Hyperspectral Images Using SVM with Shape-Adaptive Reconstruction and Smoothed Total Variation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

MQTT Traffic Collection and Forensic Analysis Framework.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Cyber Crime - 13th EAI International Conference, 2022

2021

Probabilistic Semi-Supervised Learning via Sparse Graph Structure Learning.

[BibT_eX]

[DOI]

Li Wang

IEEE Trans. Neural Networks Learn. Syst., 2021

Dynamic spectral residual superpixels.

[BibT_eX]

[DOI]

Jianchao Zhang

Daniel Heydecker

Xiaosheng Zhuang

Pattern Recognit., 2021

2020

Reconstruction of the High Resolution Phase in a Closed Loop Adaptive Optics System.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2020

A two-stage method for spectral-spatial classification of hyperspectral images.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2020

Guest Editorial: Special Issue in Memory of Mila Nikolova.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2020

Point Spread Function Engineering for 3D Imaging of Space Debris using a Continuous Exact l0 Penalty (CEL0) Based Algorithm.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Linkage Between Piecewise Constant Mumford-Shah Model and Rudin-Osher-Fatemi Model and Its Virtue in Image Segmentation.

[BibT_eX]

[DOI]

Xiaohao Cai

SIAM J. Sci. Comput., 2019

Nonconvex Optimization for 3-Dimensional Point Source Localization Using a Rotating Point Spread Function.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2019

Large-Scale Semi-Supervised Learning via Graph Structure Learning over High-Dense Points.

[BibT_eX]

[DOI]

CoRR, 2019

Dynamic Spectral Residual Superpixels.

[BibT_eX]

[DOI]

Jianchao Zhang

Daniel Heydecker

Xiosheng Zhuang

CoRR, 2019

A Two-stage Classification Method for High-dimensional Data and Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2019

A Non-convex Nonseparable Approach to Single-Molecule Localization Microscopy.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

2018

Iterative Methods for Eigenvalues/Eigenvectors.

[BibT_eX]

[DOI]

Yuyang Qiu

Guojian Yin

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Convex non-convex image segmentation.

[BibT_eX]

[DOI]

Numerische Mathematik, 2018

Novel Sparse Recovery Algorithms for 3D Debris Localization using Rotating Point Spread Function Imagery.

[BibT_eX]

[DOI]

CoRR, 2018

Linkage between Piecewise Constant Mumford-Shah model and ROF model and its virtue in image segmentation.

[BibT_eX]

[DOI]

Xiaohao Cai

CoRR, 2018

A Convex Model for Edge-Histogram Specification with Applications to Edge-Preserving Smoothing.

[BibT_eX]

[DOI]

Kelvin C. K. Chan

Axioms, 2018

An integer programming based strategy for Asian-style futures arbitrage over the settlement period.

[BibT_eX]

[DOI]

Venkataramanan Balakrishnan

Kelvin K. Kan

Alfred K. Ma

Algorithmic Finance, 2018

2017

A Fast Contour-Integral Eigensolver for Non-Hermitian Matrices.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2017

A FEAST algorithm with oblique projection for generalized eigenvalue problems.

[BibT_eX]

[DOI]

Guojian Yin

Man-Chung Yeung

Numer. Linear Algebra Appl., 2017

A Three-Stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT).

[BibT_eX]

[DOI]

J. Sci. Comput., 2017

A Nuclear-norm Model for Multi-Frame Super-Resolution Reconstruction from Video Clips.

[BibT_eX]

[DOI]

Rui Zhao

CoRR, 2017

2016

An Adaptive Directional Haar Framelet-Based Reconstruction Algorithm for Parallel Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2016

2015

Numerical Methods and Applications in Total Variation Image Restoration.

[BibT_eX]

[DOI]

Tony F. Chan

Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Inertial Proximal ADMM for Linearly Constrained Separable Convex Optimization.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2015

2014

A Fast Randomized Eigensolver with Structured LDL Factorization Update.

[BibT_eX]

[DOI]

Yuanzhe Xi

Jianlin Xia

SIAM J. Matrix Anal. Appl., 2014

A Two-Stage Image Segmentation Method for Blurry Images with Poisson or Multiplicative Gamma Noise.

[BibT_eX]

[DOI]

Hongfei Yang

SIAM J. Imaging Sci., 2014

On order-reducible sinc discretizations and block-diagonal preconditioning methods for linear third-order ordinary differential equations.

[BibT_eX]

[DOI]

Zhong-Zhi Bai

Zhi-Ru Ren

Numer. Linear Algebra Appl., 2014

Geometric Tight Frame based Stylometry for Art Authentication of van Gogh paintings.

[BibT_eX]

[DOI]

Haixia Liu

Yuan Yao

CoRR, 2014

2013

Improved Multimodality Data Fusion of Late Gadolinium Enhancement MRI to Left Ventricular Voltage Maps in Ventricular Tachycardia Ablation.

[BibT_eX]

[DOI]

Mehdi Hedjazi Moghari

IEEE Trans. Biomed. Eng., 2013

Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Min Tao

Xiaoming Yuan

SIAM J. Imaging Sci., 2013

A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford-Shah Model and Thresholding.

[BibT_eX]

[DOI]

Xiaohao Cai

SIAM J. Imaging Sci., 2013

Vessel Segmentation in Medical Imaging Using a Tight-Frame-Based Algorithm.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2013

Exact Histogram Specification for Digital Images Using a Variational Approach.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2013

2012

A Primal-Dual Method for Total-Variation-Based Wavelet Domain Inpainting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Parameter Selection for Total-Variation-Based Image Restoration Using Discrepancy Principle.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

A Multiplicative Iterative Algorithm for Box-Constrained Penalized Likelihood Image Restoration.

[BibT_eX]

[DOI]

Jun Ma

IEEE Trans. Image Process., 2012

Composition Vector Method Based on Maximum Entropy Principle for Sequence Comparison.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Structured matrices and tensors.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2012

Boundary value methods for transient solutions of queueing networks with variant vacation policy.

[BibT_eX]

[DOI]

Spike T. Lee

Hai-Wei Sun

J. Comput. Appl. Math., 2012

2011

Alternating Direction Method for Image Inpainting in Wavelet Domains.

[BibT_eX]

[DOI]

Junfeng Yang

Xiaoming Yuan

SIAM J. Imaging Sci., 2011

On sinc discretization and banded preconditioning for linear third-order ordinary differential equations.

[BibT_eX]

[DOI]

Zhong-Zhi Bai

Zhi-Ru Ren

Numer. Linear Algebra Appl., 2011

Positively Constrained total Variation penalized Image Restoration.

[BibT_eX]

[DOI]

Hai-Xia Liang

Jun Ma

Adv. Data Sci. Adapt. Anal., 2011

A Variational Approach for Exact Histogram Specification.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Framelet-Based Algorithm for Segmentation of Tubular Structures.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

An Adaptive Norm Algorithm for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Half-Quadratic Algorithm for ℓp - ℓq Problems with Applications to TV-ℓ1 Image Restoration and Compressive Sensing.

[BibT_eX]

[DOI]

Hai-Xia Liang

Proceedings of the Efficient Algorithms for Global Optimization Methods in Computer Vision, 2011

2010

An Efficient Two-Phase L1-TV Method for Restoring Blurred Images with Impulse Noise.

[BibT_eX]

[DOI]

Yiqiu Dong

Michael Hintermüller

IEEE Trans. Image Process., 2010

A Multilevel Algorithm for Simultaneously Denoising and Deblurring Images.

[BibT_eX]

[DOI]

Ke Chen

SIAM J. Sci. Comput., 2010

Fast Two-Phase Image Deblurring Under Impulse Noise.

[BibT_eX]

[DOI]

Jian-Feng Cai

J. Math. Imaging Vis., 2010

A reduced Newton method for constrained linear least-squares problems.

[BibT_eX]

[DOI]

Benedetta Morini

Margherita Porcelli

J. Comput. Appl. Math., 2010

2009

A Fast Optimization Transfer Algorithm for Image Inpainting in Wavelet Domains.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Simultaneously inpainting in image and transformed domains.

[BibT_eX]

[DOI]

Numerische Mathematik, 2009

Convergence analysis of tight framelet approach for missing data recovery.

[BibT_eX]

[DOI]

Adv. Comput. Math., 2009

Distinguishing Coding from Non-coding Sequences in a Prokaryote Complete Genome Based on the Global Descriptor.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2008

Fast Multilevel Algorithm for a Minimization Problem in Impulse Noise Removal.

[BibT_eX]

[DOI]

Ke Chen

SIAM J. Sci. Comput., 2008

Restoration of Chopped and Nodded Images by Framelets.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2008

Inpainting by Flexible Haar-Wavelet Shrinkage.

[BibT_eX]

[DOI]

Simon Setzer

SIAM J. Imaging Sci., 2008

2007

The Equivalence of Half-Quadratic Minimization and the Gradient Linearization Iteration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

A Detection Statistic for Random-Valued Impulse Noise.

[BibT_eX]

[DOI]

Yiqiu Dong

Shufang Xu

IEEE Trans. Image Process., 2007

Minimization of a Detail-Preserving Regularization Functional for Impulse Noise Removal.

[BibT_eX]

[DOI]

Jian-Feng Cai

Carmine Di Fiore

J. Math. Imaging Vis., 2007

Preconditioning and convergence in the right norm.

[BibT_eX]

[DOI]

Ke Chen

Int. J. Comput. Math., 2007

2006

Pricing multi-asset American-style options by memory reduction Monte Carlo methods.

[BibT_eX]

[DOI]

Chi-Yan Wong

Kit-Ming Yeung

Appl. Math. Comput., 2006

Boundary value methods for solving transient solutions of Markovian queueing networks.

[BibT_eX]

[DOI]

Ka-Chun Ma

Appl. Math. Comput., 2006

2005

Salt-and-Pepper Noise Removal by Median-Type Noise Detectors and Detail-Preserving Regularization.

[BibT_eX]

[DOI]

Chung-Wa Ho

IEEE Trans. Image Process., 2005

Structured matrices with applications.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2005

Minimization of detail-preserving regularization functional by Newton's method with continuation.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Resolution enhancement for video clips: tight frame approach.

[BibT_eX]

[DOI]

Zuowei Shen

Tao Xia

Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Principal Component Analysis for Distributed Data Sets with Updating.

[BibT_eX]

[DOI]

Zheng-Jian Bai

Franklin T. Luk

Proceedings of the Advanced Parallel Processing Technologies, 6th International Workshop, 2005

2004

Inverse eigenproblem for centrosymmetric and centroskew matrices and their approximation.

[BibT_eX]

[DOI]

Zheng-Jian Bai

Theor. Comput. Sci., 2004

An iterative procedure for removing random-valued impulse noise.

[BibT_eX]

[DOI]

Chen Hu

IEEE Signal Process. Lett., 2004

High-resolution image reconstruction with displacement errors: A framelet approach.

[BibT_eX]

[DOI]

Sherman D. Riemenschneider

Lixin Shen

Zuowei Shen

Int. J. Imaging Syst. Technol., 2004

Guest editorial.

[BibT_eX]

[DOI]

Nirmal K. Bose

Int. J. Imaging Syst. Technol., 2004

2003

Wavelet Algorithms for High-Resolution Image Reconstruction.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2003

2002

The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case.

[BibT_eX]

[DOI]

Numerische Mathematik, 2002

A fast solver for Fredholm equations of the second kind with weakly singular kernels.

[BibT_eX]

[DOI]

Fu-Rong Lin

Chi-Fai Chan

J. Num. Math., 2002

2001

Preconditioners for Nondefinite Hermitian Toeplitz Systems.

[BibT_eX]

[DOI]

Daniel Potts

SIAM J. Matrix Anal. Appl., 2001

Preconditioners for non-Hermitian Toeplitz systems.

[BibT_eX]

[DOI]

Daniel Potts

Numer. Linear Algebra Appl., 2001

2000

The Best Circulant Preconditioners for Hermitian Toeplitz Systems.

[BibT_eX]

[DOI]

SIAM J. Numer. Anal., 2000

Circulant preconditioners for stochastic automata networks.

[BibT_eX]

[DOI]

Numerische Mathematik, 2000

A Fast Algorithm for High-Resolution Color Image Reconstruction with Multisensors.

[BibT_eX]

[DOI]

Wilson C. Kwan

Proceedings of the Numerical Analysis and Its Applications, 2000

1999

Cosine transform based preconditioners for total variation deblurring.

[BibT_eX]

[DOI]

Tony F. Chan

Chiu-Kwong Wong

IEEE Trans. Image Process., 1999

A Fast Algorithm for Deblurring Models with Neumann Boundary Conditions.

[BibT_eX]

[DOI]

Wun-Cheung Tang

SIAM J. Sci. Comput., 1999

1998

Superlinear Convergence Estimates for a Conjugate Gradient Method for the Biharmonic Equation.

[BibT_eX]

[DOI]

Thomas K. DeLillo

Mark A. Horn

SIAM J. Sci. Comput., 1998

Multigrid Method for Ill-Conditioned Symmetric Toeplitz Systems.

[BibT_eX]

[DOI]

Qianshun Chang

Hai-Wei Sun

SIAM J. Sci. Comput., 1998

1997

Circulant Preconditioners for Markov-Modulated Poisson Processes and Their Applications to Manufacturing Systems.

[BibT_eX]

[DOI]

Xun Yu Zhou

SIAM J. Matrix Anal. Appl., April, 1997

The Numerical Solution of the Biharmonic Equation by Conformal Mapping.

[BibT_eX]

[DOI]

Thomas K. DeLillo

Mark A. Horn

SIAM J. Sci. Comput., 1997

Sine transform based preconditioners for elliptic problems.

[BibT_eX]

[DOI]

Chiu-Kwong Wong

Numer. Linear Algebra Appl., 1997

1996

Toeplitz-Circulant Preconditioners for Toeplitz Systems and their Applications to Queueing Networks with Batch Arrivals.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1996

Conjugate Gradient Methods for Toeplitz Systems.

[BibT_eX]

[DOI]

SIAM Rev., 1996

Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems.

[BibT_eX]

[DOI]

Robert J. Plemmons

Numer. Linear Algebra Appl., 1996

Fast Algorithms for Problems on Thermal Tomography.

[BibT_eX]

[DOI]

Chun-pong Cheung

Hai-Wei Sun

Proceedings of the Numerical Analysis and Its Applications, First International Workshop, 1996

1994

Circulant Preconditioned Toeplitz Least Squares Iterations.

[BibT_eX]

[DOI]

James G. Nagy

Robert J. Plemmons

SIAM J. Matrix Anal. Appl., January, 1994

Fast Band-Toeplitz Preconditioners for Hermitian Toeplitz Systems.

[BibT_eX]

[DOI]

Ping Tak Peter Tang

SIAM J. Sci. Comput., 1994

Fastiterative methods for least squares estimations.

[BibT_eX]

[DOI]

Numer. Algorithms, 1994

1993

Fast Iterative Solvers for Toeplitz-Plus-Band Systems.

[BibT_eX]

[DOI]

Michael Kwok-Po Ng

SIAM J. Sci. Comput., 1993

Constrained minimax approximation and optimal preconditioned for Toeplitz matrices.

[BibT_eX]

[DOI]

Ping Tak Peter Tang

Numer. Algorithms, 1993

1992

A Family of Block Preconditioners for Block Systems.

[BibT_eX]

[DOI]