My
research
I have several
ongoing research projects.
- A conformal approach
for surface inpainting
- Teichmuller mapping (T-Map) and
its applications to landmark matching registrations
- Beltrami Inpainting
and Refinement of Diffeomorphisms
- Hippocampal
Shape Registration using Beltrami Holomorphic flow
- Instrinic
feature extraction and Hippocampal Surface Registration using
Harmonic eigenmap
- Shape
Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis
by Geodesic Spectra
- Compression
of Surface Diffeomorphism using Beltrami coefficient
- Shape Analysis of Planar Objects with
Arbitrary Topologies using Conformal Geometry
- Computation of Quasi-conformal map
using discrete Curvature flow
- Computation of Teichmuller extremal
map using Quadratic differentials
- Representation and Optimization
of Surface Diffeomorphisms using Beltrami Coefficients
- Shape Analysis by Conformal
Modules
- Detecting Abnormal Shape Deformations
using Yamabe Flow and Beltrami Coefficents
- Accurate estimation of curvatures
using the conformal structure
- Shape based landmark matching differeomphism
between brain cortical surfaces
- Automatics sulcal landmark tracking on
the brain cortical surface
- Variational problem and Image processing
on surfaces using conformal parameterization
- Optimized brain conformal parameterization
using landmark constraints
Our research on medical morphometry was reported on the
newspaper (信報):
Link
List of selected Publications:
Submitted/Preprint:
- L.M. Lui, K.C. Lam, T.W. Wong, X.F.
Gu, Beltrami representation and its applications to texture and video
compression, under revision
- L.M. Lui, K.C. Lam, S.T. Yau, X.F. Gu, Teichmuller mapping
(T-Map) and its applications to landmark matching registrations, submitted
- T.C. Ng, X.F. Gu, L.M. Lui, Teichmuller extremal map of multiply-connected
domains using Beltrami holomorphic flow, submitted
- R. Lai, Z. Wen, W. Yin, X.F. Gu, L.M. Lui, Fast and Accurate
Algorithms for Harmonic Energy
Minimization on Genus-0 Surfaces, under revision
Published:
- L.M. Lui, W. Zeng, S.T. Yau, X.F.
Gu, Shape analysis of planar multiply-connected objects using conformal
welding, accepted, IEEE Transaction on Pattern Analysis and Machine Intelligence
(2013)
- L.M. Lui, C.F. Wen, X.F. Gu, A conformal approach for surface
inpainting, accepted, Journal of Inverse Problems and Imaging (2013)
- M. Zhang, F. Li, Y. He, L. Shi, D. Wang and L.M. Lui, Registration
of Brainstem Surfaces in Adolescent Idiopathic Scoliosis Using Discrete
Ricci Flow, Medical Image Computin and Computer Assisted Intervention
(MICCAI), Part II, LNCS 7511, 146-154 (2012)
- T.W. Wong, L.M. Lui, P.M. Thompson and T.F. Chan, Instrinic
feature extraction and Hippocampal Surface Registration using
Harmonic eigenmap,SIAM Journal of Imaging Sciences, Volume 5, Issue 2,
746-768 (2012)
- W. Zeng, L.M. Lui, X.F. Gu, T.F. Chan and S.T.
Yau, Quasiconformal Maps Using Discrete Curvature Flow,Numerische
Mathematik , Volume 121, 671-703 (2012)
- L.M. Lui, T.W. Wong, W. Zeng, P.M. Thompson, T.F. Chan,
S.T. Yau, A Survey on Recent Development in Computational Quasi-conformal
Geometry and its Applications, AMS/IP Studies in Advanced Mathematics,
Volume 51 , 697-717 (2012)
- X.F. Gu, W. Zeng, L.M. Lui, F. Luo, S.T. Yau, Recent Development
of Computational Conformal Geometry, AMS/IP Studies
in Advanced Mathematics, Volume 51 , 515-560 (2012)
- L.M. Lui, T.W. Wong, W. Zeng, X.F. Gu, P.M. Thompson,
T.F. Chan and S.T. Yau, Optimization of Surface Registrations
using Beltrami Holomorphic Flow, Journal of Scientific Computing,
50(3), 557-585 (2012)
- T.W. Wong, X.F. Gu, T.F. Chan, L.M. Lui, Parallelizable
Inpainting and Refinement of Diffeomorphisms using Beltrami Holomorphic
Flow, in press, Proceedings of the International Conference of Computer
Visions (ICCV) (2011)
- S. Xin, Y. He, P. Fu, L. Shi, D. Wang,
W.C.W. Chu, J.C.K. Cheng, X.F. Gu, L.M. Lui, Euclidean
Geodesic Loops on High-genus Surfaces Applied to the Morphometry of
Vestibular Systems, Medical Image Computin and Computer Assisted Intervention
(MICCAI), 384-392 (2011)
- W. Yang, L.M. Lui, J.H. Gao, T.F. Chan, S.T. Yau, R.A.
Sperlinge and X. Huang, Independent component analysis-based classification
of Alzheimer’s MRI data, Journal of Alzheimer's Disease (JAD), Volume
24, Number 4, 615-637 (2011)
- L.M. Lui, W. Zeng, X.F. Gu, T.F. Chan
and S.T. Yau, Shape Analysis of Planar Objects with
Arbitrary Topologies using Conformal Geometry, Proceedings
of the 11th European conference on Computer vision, 672-686
(2010)
- L.M. Lui, T.W. Wong, X.F. Gu, P.M. Thompson,
T.F. Chan and S.T. Yau, Hippocampal Shape Registration
using Beltrami Holomorphic flow, Medical Image Computing
and Computer Assisted Intervention(MICCAI), Part II, LNCS 6362, 323-330
(2010)
- W. Zeng, L.M. Lui,
L. Shi, D. Wang, W.C.W. Chu, J.C.K. Cheng, X.F. Gu, S.T. Yau,
Shape Analysis of Vestibular Systems in Adolescent Idiopathic
Scoliosis Using Geodesic Spectra, Medical Image
Computing and Computer Assisted Intervention(MICCAI), Part III, LNCS
6363, 538-546 (2010)
- L.M. Lui, T.W. Wong, X.F. Gu, T.F.
Chan and S.T. Yau, Compression of Surface Diffeomorphism
using Beltrami coefficient, IEEE Computer
Vision and Pattern Recognition(CVPR), 2839-2846
(2010)
- L.M. Lui, T.W. Wong, W. Zeng, X.F.
Gu, P.M. Thompson, T.F. Chan and S.T. Yau, Detecting Shape
Deformations using Yamabe Flow and Beltrami Coefficents,
Journal of Inverse Problem and Imaging (IPI), Volume 4, Number
2, 311-333 (2010)
- L.M. Lui, S. Thiruvenkadam, Y. Wang,
P.M. Thompson and T.F. Chan, Optimized Conformal Surface Registration
with Shape-based Landmark Matching , SIAM Journal of Imaging
Sciences, Volume 3, Issue 1, 52-78 (2010)
- L.M. Lui, X. Gu, T.F. Chan and S.-T.
Yau, Variational Method on Riemann Surfaces using Conformal
Parameterization and its Applications to Image Processing,
Journal of Methods and Applications of Analysis, Volume
15, Number 4, 513-538 (2008)
- W. Zeng, L.M. Lui, X. Gu , S.-T. Yau,
Shape Analysis by Conformal Modules, Journal
of Methods and Applications of Analysis, Volume
15, Number 4, 539-556 (2008)
- L.M. Lui, Y. Wang, J. Kwan, and S.
T. Yau, Computation of Curvatures using Conformal Parameterization,
Communications in Information and Systems, Volume 8,
Number 1, 1-16 (2008)
- L.M. Lui, S. Thiruvenkadam, Y. Wang,
T.F. Chan, P.M. Thompson, Optimized Conformal Parameterization
of Cortical Surfaces Using Shape Based Matching of Landmark
Curves, IEEE Medical Image Computing and Computer Assisted Intervention(MICCAI),
LNCS 5241, 494-502 (2008)
- L.M. Lui, Y. Wang, T.F. Chan, and
P.M. Thompson, Brain Anatomical Feature Detection by
Solving Partial Differential Equations on
General Manifolds, Discrete and Continuous Dynamical Systems
B, 7(3), 605-618 (2007)
- L.M. Lui, Y. Wang, T.F. Chan and P.M.
Thompson, Landmark Constrained Genus Zero Surface Conformal
Mapping and Its Application to Brain Mapping Research,
Applied Numerical Mathematics 57, 847-858 (2007)
- Y. Wang, L. M. Lui, X. Gu, K.M. Hayashi,
T.F. Chan, P.M. Thompson and S.-T. Yau, Brain Surface Conformal
Parameterization using Riemann Surface Structure, IEEE Transaction
of Medical Imaging, 26(6), 853-865 (2007)
- B. Gutman, Y. Wang, L.M. Lui, T.F.
Chan, P.M. Thompson, Hippocampal Surface Discrimination
via Invariant Descriptors of Spherical Conformal Maps,
IEEE International Symposium on Biomedical Imaging - From Nano
to Macro (ISBI), Washington D.C., USA, 1316-1319 (2007)
- L. M. Lui, Y. Wang, T.F. Chan and
P.M. Thompson, Automatic Landmark Tracking and Its Application
to the Optimization of Brain Conformal Mapping, IEEE Computer
Vision and Pattern Recognition(CVPR), Vol. 2, 1784-1792
(2006)
- B. Gutman, Y. Wang, L. M. Lui, T.
F. Chan, and P.M. Thompson, Hippocampal Surface Analysis
Using Spherical Harmonic Function Applied to Surface Conformal
Mapping, Proceeding of 8th International Conference on Pattern
Recognition (ICPR), Hong Kong, China, Vol. 3, 964-967 (2006)
- L.M. Lui, Y. Wang, T.F. Chan, PDE
on manifold using global conformal parametrization, Variational,
Geometric, and Level Set Methods in Computer Vision:
Third International Workshop, VLSM 2005, Beijing, China, 307-319
(2005)
- Y. Wang, L.M. Lui, T.F. Chan and P.M.
Thompson, Optimization of Brain Conformal Mapping with
Landmarks, IEEE Medical Image Computing and
Computer Assisted Intervention(MICCAI), Part II, 675-683
(2005)