Lok Ming Lui

Orcid: 0000-0002-9152-0743

Affiliations:
  • The Chinese University of Hong Kong, Hong Kong


According to our database1, Lok Ming Lui authored at least 102 papers between 2005 and 2024.

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Bibliography

2024
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry Applied to Imaging.
SIAM J. Imaging Sci., March, 2024

Double Transformer Super-Resolution for Breast Cancer ADC Images.
IEEE J. Biomed. Health Informatics, February, 2024

QIS : Interactive Segmentation via Quasi-Conformal Mappings.
CoRR, 2024

Spherical Density-Equalizing Map for Genus-0 Closed Surfaces.
CoRR, 2024

2023
Automatic landmark detection and registration of brain cortical surfaces via quasi-conformal geometry and convolutional neural networks.
Comput. Biol. Medicine, September, 2023

A Quasiconformal-Based Geometric Model for Craniofacial Analysis and Its Application.
Axioms, April, 2023

Enhancing Facial Classification and Recognition using 3D Facial Models and Deep Learning.
CoRR, 2023

Deformation-Invariant Neural Network and Its Applications in Distorted Image Restoration and Analysis.
CoRR, 2023

Bijective Density-Equalizing Quasiconformal Map for Multiply-Connected Open Surfaces.
CoRR, 2023

3D Quasiconformal Representation and Solver.
CoRR, 2023

Fast MRI Reconstruction via Edge Attention.
CoRR, 2023

2022
Harmonic Beltrami Signature: A Novel 2D Shape Representation for Object Classification.
SIAM J. Imaging Sci., December, 2022

A Unifying Framework for $n$-Dimensional Quasi-Conformal Mappings.
SIAM J. Imaging Sci., June, 2022

Parallelizable Global Quasi-Conformal Parameterization of Multiply Connected Surfaces via Partial Welding.
SIAM J. Imaging Sci., 2022

Free-Boundary Conformal Parameterization of Point Clouds.
J. Sci. Comput., 2022

Topology-Preserving Segmentation Network.
CoRR, 2022

Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component.
CoRR, 2022

Nondeterministic Deformation Analysis Using Quasiconformal Geometry.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Topology-Preserving 3D Image Segmentation Based on Hyperelastic Regularization.
J. Sci. Comput., 2021

Decomposition of Longitudinal Deformations via Beltrami Descriptors.
J. Sci. Comput., 2021

A Learning Framework for Diffeomorphic Image Registration based on Quasi-conformal Geometry.
CoRR, 2021

Beltrami Signature: A Novel Invariant 2D Shape Representation for Object Classification.
CoRR, 2021

Modal Uncertainty Estimation for Medical Imaging Based Diagnosis.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

2020
Image Segmentation with Partial Convexity Shape Prior Using Discrete Conformality Structures.
SIAM J. Imaging Sci., 2020

Parallelizable Global Conformal Parameterization of Simply-Connected Surfaces via Partial Welding.
SIAM J. Imaging Sci., 2020

Tooth morphometry using quasi-conformal theory.
Pattern Recognit., 2020

Automatic characteristic-calibrated registration (ACC-REG): Hippocampal surface registration using eigen-graphs.
Pattern Recognit., 2020

Inconsistent Surface Registration via Optimization of Mapping Distortions.
J. Sci. Comput., 2020

CNN-Driven Quasiconformal Model for Large Deformation Image Registration.
CoRR, 2020

Modal Uncertainty Estimation via Discrete Latent Representation.
CoRR, 2020

Quasi-conformal Geometry based Local Deformation Analysis of Lateral Cephalogram for Childhood OSA Classification.
CoRR, 2020

QC-SPHRAM: Quasi-conformal Spherical Harmonics Based Geometric Distortions on Hippocampal Surfaces for Early Detection of the Alzheimer's Disease.
CoRR, 2020

Shape analysis via inconsistent surface registration.
CoRR, 2020

2019
Computing Quasi-Conformal Folds.
SIAM J. Imaging Sci., 2019

Variational Models for Joint Subsampling and Reconstruction of Turbulence-Degraded Images.
J. Sci. Comput., 2019

2018
Image Retargeting via Beltrami Representation.
IEEE Trans. Image Process., 2018

Efficient feature-based image registration by mapping sparsified surfaces.
J. Vis. Commun. Image Represent., 2018

PCBC: Quasiconformality of Point Cloud Mappings.
J. Sci. Comput., 2018

Topology-Preserving Image Segmentation by Beltrami Representation of Shapes.
J. Math. Imaging Vis., 2018

Subsampled Turbulence Removal Network.
CoRR, 2018

Parametrizing Flat-Foldable Surfaces with Incomplete Data.
CoRR, 2018

A linear formulation for disk conformal parameterization of simply-connected open surfaces.
Adv. Comput. Math., 2018

2017
Multiscale Representation of Deformation via Beltrami Coefficients.
Multiscale Model. Simul., 2017

Conformal mapping of carotid vessel wall and plaque thickness measured from 3D ultrasound images.
Medical Biol. Eng. Comput., 2017

Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasiconformal Maps.
CoRR, 2017

2016
TEMPO: Feature-Endowed Teichmüller Extremal Mappings of Point Clouds.
SIAM J. Imaging Sci., 2016

Spherical Conformal Parameterization of Genus-0 Point Clouds for Meshing.
SIAM J. Imaging Sci., 2016

Landmark-Matching Transformation with Large Deformation Via n-dimensional Quasi-conformal Maps.
J. Sci. Comput., 2016

Quasi-conformal statistical shape analysis of hippocampal surfaces for Alzheimer's disease analysis.
Neurocomputing, 2016

TRIM: Triangulating Images for Efficient Registration.
CoRR, 2016

Fast Spherical Quasiconformal Parameterization of Genus-0 Closed Surfaces with Application to Adaptive Remeshing.
CoRR, 2016

QCMC: quasi-conformal parameterizations for multiply-connected domains.
Adv. Comput. Math., 2016

2015
FLASH: Fast Landmark Aligned Spherical Harmonic Parameterization for Genus-0 Closed Brain Surfaces.
SIAM J. Imaging Sci., 2015

Convergence of an iterative algorithm for Teichmüller maps via harmonic energy optimization.
Math. Comput., 2015

Landmark constrained genus-one surface Teichmüller map applied to surface registration in medical imaging.
Medical Image Anal., 2015

A Splitting Method for Diffeomorphism Optimization Problem Using Beltrami Coefficients.
J. Sci. Comput., 2015

Fast Disk Conformal Parameterization of Simply-Connected Open Surfaces.
J. Sci. Comput., 2015

The Theory of Computational Quasi-conformal Geometry on Point Clouds.
CoRR, 2015

A Linear Algorithm for Disk Conformal Parameterization of Simply-Connected Open Surfaces.
CoRR, 2015

Landmark constrained registration of high-genus surfaces applied to vestibular system morphometry.
Comput. Medical Imaging Graph., 2015

Quasi-Conformal Hybrid Multi-modality Image Registration and its Application to Medical Image Fusion.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

2014
Geometric Registration of High-Genus Surfaces.
SIAM J. Imaging Sci., 2014

Teichmuller Mapping (T-Map) and Its Applications to Landmark Matching Registration.
SIAM J. Imaging Sci., 2014

Landmark- and Intensity-Based Registration with Large Deformations via Quasi-conformal Maps.
SIAM J. Imaging Sci., 2014

Shape Analysis of Planar Multiply-Connected Objects Using Conformal Welding.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Computing Extremal Teichmüller Map of Multiply-Connected Domains Via Beltrami Holomorphic Flow.
J. Sci. Comput., 2014

Folding-Free Global Conformal Mapping for Genus-0 Surfaces by Harmonic Energy Minimization.
J. Sci. Comput., 2014

Automatic registration of vestibular systems with exact landmark correspondence.
Graph. Model., 2014

Large Deformation Registration via n-dimensional Quasi-conformal Maps.
CoRR, 2014

Conformal-Based Surface Morphing and Multi-Scale Representation.
Axioms, 2014

Genus-One Surface Registration via Teichmüller Extremal Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Surface Registration by Optimization in Constrained Diffeomorphism Space.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Texture Map and Video Compression Using Beltrami Representation.
SIAM J. Imaging Sci., 2013

2012
Intrinsic Feature Extraction on Hippocampal Surfaces and Its Applications.
SIAM J. Imaging Sci., 2012

Computing quasiconformal maps using an auxiliary metric and discrete curvature flow.
Numerische Mathematik, 2012

Erratum to: Optimization of Surface Registrations Using Beltrami Holomorphic Flow.
J. Sci. Comput., 2012

Optimization of Surface Registrations Using Beltrami Holomorphic Flow.
J. Sci. Comput., 2012

A Conformal Approach for Surface Inpainting
CoRR, 2012

Teichmüller extremal mapping and its applications to landmark matching registration
CoRR, 2012

Beltrami Representation and its applications to texture map and video compression
CoRR, 2012

Registration of Brainstem Surfaces in Adolescent Idiopathic Scoliosis Using Discrete Ricci Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Euclidean Geodesic Loops on High-Genus Surfaces Applied to the Morphometry of Vestibular Systems.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Medical image reconstruction based on Bayesian compressed sensing.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

3D Model-based method for vessel segmentation in TOF-MRA.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Parallelizable inpainting and refinement of diffeomorphisms using Beltrami holomorphic flow.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Optimized Conformal Surface Registration with Shape-based Landmark Matching.
SIAM J. Imaging Sci., 2010

Shape Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis Using Geodesic Spectra.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Shape-Based Diffeomorphic Registration on Hippocampal Surfaces Using Beltrami Holomorphic Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

ICA-based feature extraction and automatic classification of AD-related MRI data.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Shape Analysis of Planar Objects with Arbitrary Topologies Using Conformal Geometry.
Proceedings of the Computer Vision - ECCV 2010, 2010

Compression of surface registrations using Beltrami coefficients.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2008
Computation of curvatures using conformal parameterization.
Commun. Inf. Syst., 2008

Optimized Conformal Parameterization of Cortical Surfaces Using Shape Based Matching of Landmark Curves.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007
Brain Surface Conformal Parameterization Using Riemann Surface Structure.
IEEE Trans. Medical Imaging, 2007

Hippocampal Surface Discrimination via Invariant Descriptors of Spherical Conformals Maps.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
A Landmark-Based Brain Conformal Parametrization with Automatic Landmark Tracking Technique.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automatic landmark tracking applied to optimize brain conformal mapping.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Hippocampal Surface Analysis Using Spherical Harmonic Function Applied to Surface Conformal Mapping.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Automatic Landmark Tracking and its Application to the Optimization of Brain Conformal Mapping.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Solving PDEs on Manifolds with Global Conformal Parametriazation.
Proceedings of the Variational, 2005

Optimization of Brain Conformal Mapping with Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Combination of Brain Conformal Mapping and Landmarks: A Variational Approach.
Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, 2005


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