Prof. Chung received his B.Engg. degree
(First-Class Honours) in Computer Engineering from the University of Hong Kong in 1995. He was an
exchange student at the University of British Columbia,
Canada from 1992-93 with the Cathay Pacific Visiting Student Award. He joined The Hong Kong
University of Science and Technology (HKUST) in 1996, and received his M.Phil. degree in Computer Science in 1998. He
then joined the Medical Vision
Laboratory, Robotics Research Group
at the University of Oxford, U.K. as a
doctoral research student in 1998, and graduated in 2001 with
D.Phil. degree in Engineering Science. Prof. Chung was a Croucher scholar
(1998 – 2001) with the Croucher
Foundation Scholarship. He was a visiting scientist at the Artificial Intelligence Laboratory, Massachusetts Institute of Technology, U.S.A.
(Sept 2001 – Feb 2002).
Prof. Chung was honored to receive the British Machine Vision Association Sullivan
Thesis Award for the best doctoral thesis submitted to a United
Kingdom university
in the field of computer vision or natural vision in 2002; the Best
Ten Lecturers Award at HKUST in 2010; Best Teaching Award for MSc Program in Information Technology in 2018;
and Best Teaching Award for MSc Program in Big Data Technology in 2018.
Prof. Chung
founded the Lo Kwee-Seong Medical Image Analysis Laboratory in 2005 with a
generous donation from the K.S. Lo foundation, Hong Kong. The laboratory focuses
on interdisciplinary research aiming at creating and applying engineering
techniques in the area of medical image analysis, with an ultimate goal to
improving the quality of healthcare in Hong Kong, China and other regions.
Prof. Chung was the director of the Computer Engineering
Undergraduate Program, HKUST, 2010-2012 (Associate director, 2008-2010);
Associate Head, Department of Computer
Science and Engineering, HKUST, 2016 – 2019.
The Hong Kong University
of Science and Technology
Associate
Dean of Engineering (Undergraduate Studies), School
of Engineering
Professor,
Department of Computer Science and Engineering
Director, Lo Kwee-Seong Medical Image Analysis Laboratory
Meeting Chairs
l Chair, 2019, The 26th
international conference on Information Processing in Medical Imaging (IPMI)
l Tutorial Chair, 2019, IEEE
International Symposium on Biomedical Imaging (ISBI)
l Chair, 2019 – now, IPMI Conference Board
Journal Editorships
l Editorial Board Member, Medical Image
Analysis
l Editorial Board Member, Computerized
Medical Imaging and Graphics
l Guest Editor, Special
Issue on Probabilistic Models for Biomedical Image Analysis, Computer Vision and Image
Understanding
Invited Talks and Paper
l Invited Talk, SIAM Conference on
Imaging Science (SIAM-IS14), Hong Kong, May 12-14, 2014.
l Invited Lecturer and Session Chair,
Biomedical Imaging Summer
School, Paris, France, July 9-13, 2012.
l Invited Talk, SIAM Conference on Imaging Science
(SIAM-IS10), Chicago, Illinois, U.S.A., April 12-14, 2010.
l Invited Talk, The first
conference on Medical Image Analysis and Clinical Applications (MIACA’10),
Guangzhou, China, June 10-13, 2010.
l “Image Segmentation
Methods for Detecting Blood Vessels in Angiography”, The 9th
International
Conference on Control, Automation, Robotics and Vision, ICARCV, Singapore, December 5 – 8, 2006, pp. 1424 – 1429. An invited paper to a
special session on medical image analysis.
Program Committee Members, Area Chairs and Meeting Organizers in
numerous conferences and workshops.
Medical image analysis, image processing and
computer vision.
PhD (Doctor of Philosophy) Students:
1. Yishuo ZHANG
2. Rongzhao ZHANG
3. Colin Siu Chung TSANG
4. Tony Chi Wing MOK
5. Jierong WANG
6. Ziyi HE
M.Phil. (Master of Philosophy) Student:
1. Han ZHANG
· First Place (with Mr. Tony Chi Wing MOK) for the results in medial image
registration challenge (Learn2Reg)
organized by the Medical Image Computing and Computer Assisted Intervention
(MICCAI) Society in 2020.
· Best Paper Award (with Ms. Qing Zhang), The 7th International
Conference on Medical Imaging and Augmented Reality, 2016.
· Best Paper Award (with Ms. Siqi Bao), The First Workshop on Deep Learning in
Medical Image Analysis, 2015.
· ECCV 2012 Outstanding
Reviewer Award.
· Second Runner-Up (with Dr. Lisa Luo) at the 2012 Student Paper Competition
held by IEEE EMBS Hong Kong Chapter, 2012.
· Best
Ten Lecturers Award, HKUST, 2010.
· First Prize (with Dr. Wilbur Wong) for the
results in the Carotid Bifurcation Lumen Segmentation and Stenosis Grading
in 3D Segmentation in the Clinic:
A Grand Challenge, in conjunction with the
12th
International Conference on Medical Image Computing and Computer Assisted
Intervention, MICCAI, (MICCAI’09),
London, UK, September 20 – 24, 2009.
· British Machine Vision
Association (BMVA) Sullivan
Best Thesis Award
2002 in the UK.
· Croucher
Foundation Fellowship (2001 – 2003, declined).
· Croucher
Foundation Scholarship (1998 – 2001, doctoral studies at the University of Oxford, UK).
· Cathay Pacific Visiting
Student Award (1993, exchange program at the University of British Columbia,
Canada).
·
Rongzhao Zhang and Albert
C. S. Chung, “MedQ: Lossless Ultra-low-bit Neural Network
Quantization for Medical Image Segmentation”, Medical Image
Analysis, (MedIA, 2021).
(Accepted) DOI website.
·
Tony C. W. Mok and Albert C. S. Chung, “Conditional Deformable Image Registration with Convolutional Neural
Network”, The 24th International Conference on
Medical Image Computing and Computer Assisted Intervention, (MICCAI’21), Virtual Conference, September 27 – October
1, 2021 (Early accepted). DOI website.
GitHub.
·
Ziyi He and Albert C. S. Chung, “Unsupervised
End-To-End Groupwise Registration Framework Without Generating Templates”,
IEEE International Conference on Image Processing, (ICIP’20),
Virtual Conference, October 25 – 28, 2020, pp. 375 – 379. DOI website.
·
Yongxiang Huang and Albert C. S. Chung, “Semi-Supervised
Multimodality Learning with Graph Convolutional Neural Networks for Disease
Diagnosis”, IEEE International Conference on Image Processing, (ICIP’20), Virtual Conference, October 25 – 28, 2020,
pp. 2451 – 2455. DOI website.
·
Jierong Wang and Albert C. S. Chung, “Higher-Order
Flux with Spherical Harmonics Transform for Vascular Analysis”, The 23rd
International Conference on Medical Image Computing and Computer Assisted
Intervention, (MICCAI’20),
Virtual Conference, October 4 – 8, 2020, pp. 55 – 65. DOI website.
·
Tony C. W. Mok and Albert C. S. Chung, “Large
Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks”,
The 23rd International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’20),
Virtual Conference, October 4 – 8, 2020, pp. 211 – 221. (This work was ranked
number 1 and given an award in the MICCAI medical image registration challenge
in 2020.) DOI website.
GitHub.
·
Yongxiang Huang and Albert C. S. Chung, “Edge-Variational
Graph Convolutional Networks for Uncertainty-Aware Disease Prediction”, The
23rd International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’20),
Virtual Conference, October 4 – 8, 2020, pp. 562 – 572. (Yongxiang was one of
the runners up and finalists in the MICCAI 2020 Yong Scientist Award
selection.) DOI website.
GitHub.
·
Pei Wang and Albert C. S. Chung, “Learning
Hierarchical Semantic Correspondence and Gland Instance Segmentation”, The
11th International Workshop on Machine Learning in Medical Imaging,
(MLMI’19) in conjunction with the
23rd International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’20), Virtual Conference, October 4 – 8,
2020, pp. 603 – 613. DOI website.
·
Tony Chi Wing Mok and Albert C. S. Chung, “Fast
Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks”,
The International Conference on Computer Vision and Pattern Recognition, (CVPR’20), Virtual Conference, June 14 – 19, 2020.
Open access website.
·
Jierong Wang and Albert C. S. Chung, “High-Order
Oriented Cylindrical Flux for Curvilinear Structure Detection and Vessel
Segmentation”, The 26th International Conference on Information
Processing in Medical Imaging, (IPMI’19),
Hong Kong, China, June 2 – 7, 2019, pp. 479 – 491. DOI website.
·
Han Zhang and Albert C. S. Chung, “Lesion
Detection with Deep Aggregated 3D Contextual Feature and Auxiliary Information”,
The 10th International Workshop on Machine Learning in Medical
Imaging, (MLMI’19), Shenzhen,
China, October 13, 2019, pp. 45 – 53. DOI website.
·
Rongzhao Zhang and Albert C. S. Chung, “A
Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework
for Whole-Heart Segmentation”, The 22nd International Conference
on Medical Image Computing and Computer Assisted Intervention, (MICCAI’19), Shenzhen, China, October 13 – 17, 2019, pp.
550 – 558. DOI website.
·
Yongxiang Huang and Albert C. S. Chung, “Evidence
Localization for Pathology Images Using Weakly Supervised Learning”, The 22nd
International Conference on Medical Image Computing and Computer Assisted
Intervention, (MICCAI’19),
Shenzhen, China, October 13 – 17, 2019, pp. 613 – 621. DOI website. GitHub.
·
Yishuo Zhang and Albert C. S. Chung, “Deep
Supervision with Additional Labels for Retinal Vessel Segmentation Task”,
The 21st International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’18),
Granada, Spain, September 16 – 20, 2018, pp. 83 – 91. DOI website.
·
Tony Chi Wing Mok and Albert C. S. Chung, “Fully
automatic segmentation of ischemic stroke lesion in 3D magnetic resonance image
using deep convolutional neural networks with adversarial training”,
Computer Assisted Radiology and Surgery, The 32nd International
Congress and Exhibition, June 2018 (CARS’18),
Berlin, Germany, June 20 – 23, 2018. DOI website.
·
Yongxiang Huang and Albert C. S. Chung, “Improving
High Resolution Histology Image Classification with Deep Spatial Fusion Network”,
The First International Workshop on Computational Pathology and Ophthalmic
Medical Image Analysis, (COMPAY’18),
in conjunction with the International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’18), Granada, Spain, September 16 – 20,
2018, pp. 19 – 26. DOI website.
GitHub.
·
Zhou He, Siqi Bao and Albert C. S. Chung, “3D
Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation”, The
4th Workshop on Deep Learning in Medical Image Analysis, (DLMIA’18), in conjunction with the International
Conference on Medical Image Computing and Computer Assisted Intervention,
(MICCAI’18), Granada, Spain, September 16 – 20, 2018, pp. 56 – 64. DOI website.
·
Pei Wang and Albert C. S. Chung, “Focal
Dice Loss and Image Dilation for Brain Tumor Segmentation”, The 4th
Workshop on Deep Learning in Medical Image Analysis, (DLMIA’18), in conjunction with the International
Conference on Medical Image Computing and Computer Assisted Intervention, (MICCAI’18),
Granada, Spain, September 16 – 20, 2018, pp. 119 – 127. DOI website.
·
Rongzhao Zhang, Han Zhang and Albert C. S.
Chung, “A Unified Mammogram Analysis Method via Hybrid Deep Supervision”,
International Workshop on Breast Image Analysis, (BIA’18),
in conjunction with the International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’18), Granada, Spain, September 16 – 20,
2018, pp. 107 – 115. DOI website.
·
Tony Chi Wing Mok and Albert C. S. Chung, “Learning
Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative
Adversarial Networks”, International MICCAI Brainlesion Workshop, (BrainLes’18), in conjunction with the International
Conference on Medical Image Computing and Computer Assisted Intervention,
(MICCAI’18), Granada, Spain, September 16 – 20, 2018, pp. 70 – 80. DOI website.
·
Siqi Bao, Pei Wang, Tony Chi Wing Mok and
Albert C. S. Chung, “3D Randomized Connection Network with Graph-based Label
Inference”, IEEE Transactions on Image
Processing, Vol. 27, No. 8, pages 3883 – 3892, 2018. DOI website.
·
Siqi Bao and Albert C. S. Chung, “Multi-scale
Structured CNN with Label Consistency for Brain MR Image Segmentation”, Computer Methods in Biomechanics and Biomedical Engineering,
Vol. 6, No. 1, pages 113 – 117, 2018. DOI website.
·
Siqi Bao, Pei Wang and Albert C. S. Chung, “3D
Randomized Connection Network with Graph-based Inference”, The 3rd Workshop
on Deep Learning in Medical Image Analysis, (DLMIA’17),
in conjunction with the International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’17), Québec City, QC, Canada, September
14, 2017, pp. 47 – 55. DOI website.
·
Siqi Bao and Albert C. S. Chung, “Feature
Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation”,
IEEE Transactions on Image Processing,
Vol. 26, No. 6, pages 2797 – 2810, 2017. DOI website.
·
Ronald W. K. So and Albert C. S. Chung, “A
novel learning-based dissimilarity metric for rigid and non-rigid medical image
registration by using Bhattacharyya Distances”, Pattern
Recognition, Vol. 62, No. 2, pages 161 – 174, February, 2017. DOI website.
·
Siqi Bao and Albert C. S. Chung, “A unified
framework for atlas-based segmentation with forward deformation and label
refinement”, IEEE International Conference on Image Processing, (ICIP’16), Phoenix, USA, September 25 – 28, 2016, pp.
3374 – 3378. DOI website.
·
Qing Zhang and Albert C. S. Chung, “3D
Vessel Segmentation Using Random Walker with Oriented Flux Analysis and
Direction Coherence”, The 7th International Conference on
Medical Imaging and Augmented Reality, (MIAR’16),
Bern, Switzerland, August 24 – 26, 2016, LNCS 9805, pp. 281 – 291. (with the Best Paper Award)
DOI website.
·
Siqi Bao and Albert C. S. Chung, “Feature
Sensitive Label Fusion with Random Walker for Atlas-Based Image Segmentation”,
The 19th International Conference on Medical Image Computing and
Computer Assisted Intervention, (MICCAI’16),
Athens, Greece, October 17 – 21, 2016, LNCS 9901, pp. 513 – 520. DOI website.
·
Tal Arbel, Manuel Jorge Cardoso, William M.
Wells III, Albert C. S. Chung and Doina Precup, “Editorial on Special Issue
on Probabilistic Models for Biomedical Image Analysis”, Computer Vision and Image Understanding,
Vol. 151, pages 1-2, October, 2016.
DOI website.
·
Siqi Bao and Albert C. S. Chung, “A Unified
Framework for Atlas-based Segmentation
with Forward Deformation and Label Refinement”, The 41st
International Conference on Acoustics, Speech, and Signal Processing, ICASSP, (ICASSP’16), Shanghai, China, March 20 – 25, 2016. DOI website.
·
Siqi Bao and Albert C. S. Chung, “Multi-scale Structured CNN with Label
Consistency for Brain MR Image Segmentation”, The 1st Workshop on Deep Learning in Medical Image Analysis, DLMIA (DLMIA’15), in
conjunction with The 18th International Conference on Medical Image
Computing and Computer Assisted Intervention, MICCAI, (MICCAI’15), Munich, Germany, October 5 – 9, 2015 (with
the Best Paper Award). DOI website.
·
Siqi Bao and Albert C. S. Chung, “Label
Inference with Registration and Patch Priors”, The 17th International Conference on
Medical Image Computing and Computer Assisted Intervention, MICCAI, (MICCAI’14), Boston, MA,
U.S.A., September 14 – 18, 2014, LNCS 8673, pp. 731 – 738. DOI website.
·
Shu Liao, Dinggang Shen and Albert C. S.
Chung, “A Markov Random Field Groupwise Registration
Framework for Face Recognition”, IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI, 2014),
Vol. 36, No. 4, pages 657 – 669, April 2014. DOI website.
·
Ning Zhu and Albert C. S. Chung, “Optimal and
Efficient Segmentation for 3D Vascular Forest Structure with Graph Cuts”,
IEEE International Conference on Image
Processing, ICIP, (ICIP’13),
Melbourne, Australia, September 15 – 18, 2013, pp. 1135 – 1139.
DOI website.
·
Ning Zhu and Albert C. S. Chung, “Random
Walks with Adaptive Cylinder Flux based Connectivity for Vessel Segmentation”, The 16th International Conference on
Medical Image Computing and Computer Assisted Intervention, MICCAI, (MICCAI’13), Nagoya,
Japan, September 22 – 26, 2013, LNCS 8150, pp.550 – 558.
·
Ning Zhu and Albert C. S. Chung, “Graph-based
Optimization with Tubularity Markov Tree for 3D Vessel Segmentation”, IEEE Computer Society Conference on Computer Vision
and Pattern Recognition, CVPR, (CVPR’13),
Portland, OR, USA, June 23 – 28, 2013, pp. 2219 – 2226.
·
Max W. K. Law and Albert C. S.
Chung, “Segmentation of Intracranial Vessels and Aneurysms
in Phase Contrast Magnetic Resonance Angiography using Multi-Range Filters and
Local Variances”, IEEE
Transactions on Image Processing,
(TIP, 2013),
Vol. 22, No. 3, pages 845
– 859, March 2013. DOI
website.
·
Yishan Luo and Albert C. S. Chung, “Non-rigid Image
Registration with Crystal Dislocation Energy”,
IEEE
Transactions on Image Processing,
(TIP, 2013),
Vol. 22, No. 1, pages 229
– 243, January 2013. DOI
website.
·
William K. H. Wu,
Albert C. S. Chung and Henry H. N. Lam,
“Multi-resolution LC-MS Image Alignment using
Dynamic Time Warping and Kullback-Leibler Distance”,
The 19th
International Conference on Image Processing, ICIP,
(ICIP’12), Orlando, Florida, U.S.A.,
September 30 – October 3,
2012, pp. 1681 – 1684.
DOI website.
·
Ning Zhu and Albert C. S. Chung,
“Graph-based Optimal Cross Section Boundary for
Vessel Segmentation and Stenosis Quantification”,
The 19th
International Conference on Image Processing, ICIP,
(ICIP’12), Orlando, Florida, U.S.A.,
September 30 – October 3,
2012, pp. 2041 – 2044.
DOI website.
·
Wilbur C. K. Wong, Ronald
W. K. So and Albert C. S. Chung, “Principal Curves for Lumen Center
Extraction and Flow Channel Width Estimation in 3-D Arterial Networks: Theory,
Algorithm and Validation”, IEEE
Transactions on Image Processing,
(TIP, 2012),
Vol. 21, No. 4, pages
1847 – 1862, April 2012. DOI
website.
·
Shu Liao, Max W. K. Law and Albert C. S.
Chung, “Non-rigid Image Registration using Electric
Current Flow”, IEEE Workshop on
Mathematical Methods in Biomedical Image Analysis, MMBIA, (MMBIA’12),
Breckenridge, USA, January 9, 2012, accepted
and published electronically.
DOI website.
·
Shu Liao
and Albert C. S. Chung, “Non-rigid Brain
MR Image Registration using Uniform Spherical Region Descriptor”,
IEEE
Transactions on Image Processing,
(TIP, 2012), Vol. 21, No. 1, pages 157 – 169, January 2012.
DOI website.
·
Ronald W. K. So and Albert C. S. Chung, “Learning-based
Multi-model Rigid Image Registration by using Bhattacharyya Distances”,
The 33rd Annual International
Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, (EMBC’11), Boston, Massachusetts, USA, August
30 – September 3, 2011, pp. 2642 – 2645.
·
Ning Zhu
and Albert C. S. Chung, “Minimum
Average-cost Path for Real Time 3D Coronary Artery Segmentation of CT Images”,
The 14th International Conference on Medical Image Computing
and Computer Assisted Intervention, MICCAI, (MICCAI’11), Toronto, Canada, September 18
– 22, 2011, LNCS 6893, pp.436 – 444.
·
Ronald W. K. So and Albert C. S. Chung, “Learning-based Non-rigid Image Registration using
Prior Joint Intensity Distributions with Graph-Cuts”,
The 18th
International Conference on Image Processing, ICIP,
(ICIP’11), Brussels, Belgium, September 11 – 14, 2011,
pp. 717 – 720.
·
Ronald W. K. So,
Tommy W. H. Tang and
Albert C. S. Chung, “Non-rigid Image
Registration of Brain Magnetic Resonance Images using Graph-Cuts”,
Pattern
Recognition, (Pattern
Recognition, 2011), Vol. 44, No. 10 – 11, pages 2450 – 2467,
October – November, 2011. DOI website.
·
K. Hameeteman,
M.A. Zuluaga, M. Freiman, L. Joskowicz, O. Cuisenaire, L. Flórez Valencia, M.A.
Gülsün, K. Krissian, J. Mille, W.C.K. Wong, M. Orkisz, H. Tek, M. Hernández
Hoyos, F. Benmansour, A.C.S. Chung, S. Rozie, M. van Gils, L. van den Borne, J.
Sosna, P. Berman, N. Cohen, P.C. Douek, I. Sánchez, M. Aissat, M. Schaap, C.T.
Metz, G.P. Krestin, A. van der Lugt, W.J. Niessen, T. van Walsum, “Evaluation Framework for Carotid Bifurcation
Lumen Segmentation and Stenosis Grading”, Medical Image
Analysis, (MedIA, 2011), Vol. 15, No. 4, pages 477 – 488, August 2011.
DOI website.
·
Yishan Luo and Albert C. S. Chung, “A Template-based Deep Brain Structure
Segmentation Method: From Coarse Positioning to Fine Shaping”, The 36th
International Conference on Acoustics, Speech and Signal Processing, ICASSP,
(ICASSP’11), Prague, Czech Republic,
May 22 – 27, 2011, pp. 1085 – 1088.
·
Yuan Yuan,
Yishan Luo and Albert C. S. Chung, “VE-LLI-VO: Vessel Enhancement using
Local Line Integrals and Variational Optimization”, IEEE
Transactions on Image Processing,
(TIP, 2011),
Vol. 20, No. 7, pages
1912 – 1924, July 2011. DOI website.
·
Ronald W. K. So and Albert C. S. Chung, “Non-rigid
Image Registration by using Graph-cuts with Mutual Information”, The 17th
International Conference on Image Processing, ICIP,
(ICIP’10), Hong Kong, China, September 26 – 29, 2010, pp. 4429 – 4432.
·
Shu Liao and Albert C. S. Chung, “A New
Subspace Learning Method in Fourier Domain for Texture Classification”,
The 17th International Conference on Image Processing, ICIP, (ICIP’10), Hong Kong, China,
September 26 – 29, 2010, pp. 4589 – 4592.
·
Max W. K. Law and Albert C. S. Chung, “An Oriented
Flux Symmetry based Active Contour Model for Three Dimensional Vessel
Segmentation”, The 11th
European Conference on Computer Vision, ECCV, (ECCV’10), Hersonissos, Heraklion, Crete,
Greece, September 5 – 11, 2010, LNCS
6313, pp. 720 – 734.
·
Zhenyu He and
Albert C. S. Chung, “3-D B-spline
Wavelet-based Local Standard Deviation (BWLSD): Its Application to Edge
Detection and Vascular Segmentation in Magnetic Resonance Angiography”,
International Journal of Computer Vision, (IJCV, 2010), Vol. 87, Number 3, pages 235 – 265, May 2010.
DOI website.
·
Shu Liao and Albert C. S. Chung, “A Novel
Markov Random Field Based Deformable
Model for Face Recognition”, IEEE
Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, (CVPR’10),
San Francisco, CA, USA, June 13 – 18, 2010, published electronically (8 pages)
·
Ronald W. K. So and Albert C. S. Chung, “Multi-modal
Non-rigid Image Registration based on Similarity and Dissimilarity with the
Prior Joint Intensity Distributions ”, The Seventh IEEE International
Symposium on Biomedical Imaging, ISBI,
(ISBI’10),
Rotterdam, The Netherlands, April 14 – 17, 2010, pp. 368 – 371.
·
Shu Liao and Albert C. S. Chung, “A Novel Multi-Layer
Framework for Non-rigid Image Registration”, The Seventh
IEEE International Symposium on Biomedical Imaging, ISBI, (ISBI’10), Rotterdam, The Netherlands, April 14 – 17,
2010, pp. 344 – 347.
·
Shu Liao and Albert C. S. Chung, “Feature based
Non-rigid Brain MR Image Registration with Symmetric Alpha Stable Filters”,
IEEE
Transactions on Medical Imaging, (TMI,
2010), Volume 29, No.
1, pages 106 – 119, January 2010. IEEE Website.
·
Jue Wu , Wenchao
Cai and Albert C. S. Chung, “POSIT: Part-based Object Segmentation without
Intensive Training”, Pattern
Recognition, (Pattern
Recognition, 2010), Vol. 43, Issue 3, pages 676 – 684, March 2010. DOI website.
·
Shu Liao and Albert C. S. Chung, “Face
Recognition with Salient Local Gradient Orientation Binary Patterns”,
The 16th International Conference on Image Processing, ICIP, (ICIP’09), Cairo,
Egypt, November 7 – 11, 2009, pp. 3317 – 3320.
·
Wilbur C. K.
Wong, Ronald W. K. So and Albert C. S. Chung, “Principal Curves: A
Technique for Preliminary Carotid Lumen Segmentation and Stenosis Grading”,
3D Segmentation in the Clinic: A
Grand Challenge, in conjunction with the
12th
International Conference on Medical Image Computing and Computer Assisted
Intervention, MICCAI, (MICCAI’09), London, UK, September 20 – 24, 2009, accepted for oral
presentation. This work has been
awarded the First Prize for the results in
the Carotid Bifurcation Lumen Segmentation and Stenosis Grading.
·
Jue Wu
and Albert C. S. Chung, “Multi-Object Detection and Segmentation
of Brain Structures Based on Dynamic Programming”, PMMIA 2009: Probabilistic
Models for Medical Image Analysis, in conjunction with the 12th International Conference on Medical Image Computing
and Computer Assisted Intervention, MICCAI, (MICCAI’09), London, UK, September 20 – 24, 2009, pp. 81 – 90. Workshop Proceedings.
·
Shu Liao and Albert C. S. Chung, “Non-rigid Image
Registration with Uniform Gradient Spherical Patterns”, The 12th International Conference on Medical Image Computing
and Computer Assisted Intervention, MICCAI, (MICCAI’09), London, UK, September 20 – 24, 2009, LNCS 5761, pp.696 –
704.
·
Max W. K. Law and Albert C. S. Chung, “A
Deformable Surface Model for Vascular Segmentation”, The 12th International Conference on Medical Image Computing
and Computer Assisted Intervention, MICCAI, (MICCAI’09), London, UK, September 20 – 24, 2009, LNCS 5762, pp. 59 –
67.
·
Yishan Luo
and Albert C. S. Chung, “Non-rigid Image
Registration using Local Histogram-based Features”,
The 31st Annual International Conference of the IEEE Engineering in Medicine and
Biology Society, EMBC, (EMBC’09), Minneapolis, Minnesota, USA, September 2 – 6, 2009, pp. 5793 – 5796.
·
Shu Liao and Albert C. S. Chung,
“Non-rigid
Image Registration with Uniform Spherical Structure Patterns”, The 21st International Conference on Information Processing
in Medical Imaging 2009, IPMI, (IPMI’09), Williamsburg, VA, USA, July 5 – 10, 2009, LNCS 5636, pp. 163 –
175.
·
Jue Wu and
Albert C. S. Chung, “A Novel Framework for Segmentation of Deep
Brain Structures Based on Markov Dependence Tree”, NeuroImage, (NeuroImage, 2009), Vol. 46, No. 4, pages 1027 – 1036.
DOI website.
·
Fethallah Benmansour, Cohen Laurent, Max W. K.
Law, Albert C. S. Chung, “Tubular anisotropy for 2D vessels
segmentation”, IEEE Computer
Society Conference on Computer Vision and Pattern Recognition, CVPR, (CVPR’09),
Miami Beach,
Florida, USA, June 20 – 25, 2009, published
electronically (8 pages).
·
Shu Liao, Max
W. K. Law and Albert C. S. Chung, “Dominant Local Binary Patterns for Texture
Classification”, IEEE
Transactions on Image Processing,
(TIP, 2009), Vol. 18, No. 5, pages 1107 – 1118, May, 2009.
·
Ronald W. K. So
and Albert C. S. Chung, “Multi-level
Non-rigid Image Registration using Graph-Cuts”,
The
33rd International
Conference on Acoustics, Speech, and Signal Processing, ICASSP, (ICASSP’09), Taipei International Convention Center,
Taipei,
Taiwan, R.O.C.,
April 19
– 24,
2009, pp. 397 – 400.
·
Max W. K. Law and Albert C. S. Chung, “Efficient Implementation for Spherical
Flux Computation and Its Application to Vascular Segmentation”,
IEEE
Transactions on Image Processing,
(TIP, 2009), Vol. 18, No. 3, pages 596 – 612, February, 2009.
·
Simon C. H. Yu, W. K. So, Albert C. S. Chung,
K. T. Lee and George K. C. Wong, “A Compartmentalized Volumetric
System for Outcome Analysis of Coiled Cerebral Aneurysms: Aneurysm-Coil Mass-Neck Outcome
Assessment System”, Neurosurgery,
(Neurosurgery, 2009),
January, 64(1):149-154;
discussion 154-155. PubMed
Link.
·
Max W. K. Law and Albert C. S. Chung, “Three
Dimensional Curvilinear Structure Detection Using Optimally Oriented Flux”,
The 10th European Conference on
Computer Vision, ECCV, (ECCV’08), Marseille, France, October 12 –
18, 2008, LNCS
5305, pp. 368 – 382.
·
Jue Wu and Albert C. S. Chung, “Markov
Dependence Tree-based Segmentation of Deep Brain Structures”, The 11th International Conference on
Medical Image Computing and Computer Assisted Intervention, MICCAI, (MICCAI’08), New York University, NY, USA,
September 6 – 10, 2008, LNCS
5242, pp. 1092 – 1100.
·
Shu Liao and Albert C. S. Chung, “Non-rigid
Image Registration with S-alpha-S Filters”, The 11th International Conference on
Medical Image Computing and Computer Assisted Intervention, MICCAI, (MICCAI’08), New York University, NY, USA,
September 6 – 10, 2008, LNCS
5242, pp. 888 – 896.
·
Yuan Yuan and Albert C. S. Chung, “Multi-scale Model-based Vessel
Enhancement using Local Line Integrals”, The 30th Annual International Conference of the IEEE
Engineering in Medicine and Biology Society, EMBC, (EMBC’08), Vancouver, British Columbia,
Canada, August 20 – 24, 2008, pp. 2225 – 2228.
·
Wilbur C. K.
Wong and Albert C. S. Chung, “Principal Curves
to Extract Vessels in 3D Angiograms”, IEEE Computer Society
Workshop on Mathematical Methods in Biomedical Image Analysis, MMBIA,
(MMBIA’08), Anchorage, Alaska,
USA, June 27
– 28,
2008, published
electronically (8 pages).
·
Sai-Kit Yeung, Chi-Keung Tang, Pengcheng Shi,
Josien P. W. Pluim, Max A. Viergever, Albert C. S. Chung, Helen C. Shen, “Enforcing
Stochastic Inverse Consistency in Non-Rigid Image Registration and Matching”,
IEEE Computer Society Conference on Computer
Vision and Pattern Recognition, CVPR,
(CVPR’08), Anchorage, Alaska, USA, June 24 – 26, 2008, published
electronically (8 pages).
·
Rui Gan, Albert C. S. Chung and Shu Liao, “Maximum
Distance-Gradient for Robust Image Registration”, Medical Image
Analysis, (MedIA, 2008), Vol. 12, No. 4, August 2008, pages 452 – 468. DOI website.
·
Simon C. H. Yu, Wilbur C. K. Wong, and Albert
C. S. Chung, “A Loose-packing Approach for Coil Embolization
of Giant Intracranial Aneurysm”, Asian
Journal of Surgery, Vol. 30, No. 4, pages 298 – 301, October, 2007.
·
Shu Liao and Albert C. S. Chung, “Face
Recognition by Using Elongated Local Binary Patterns with Average Maximum
Distance Gradient Magnitude”, The Eighth Asian Conference on Computer
Vision, ACCV
(ACCV’07),
Tokyo, Japan, November 18 – 22, 2007, LNCS 4844, pp.
672 – 679.
·
Max W. K. Law and Albert C. S. Chung, “Segmentation
of Intracranial Aneurysms using Multi-Range Filters and Local Variances”,
The 10th International Conference on Medical Image Computing and Computer
Assisted Intervention, MICCAI, (MICCAI’07), Brisbane, Australia, October 29 – November
2, 2007, LNCS
4791, pp. 866 – 874.
·
Tommy W. H. Tang and Albert C. S. Chung, “Non-Rigid
Image Registration using Graph-Cuts”, The 10th International Conference on
Medical Image Computing and Computer Assisted Intervention, MICCAI, (MICCAI’07), Brisbane, Australia, October 29 – November
2, 2007, LNCS
4791, pp. 916 – 924.
·
Wilbur C. K. Wong and Albert C. S. Chung, “Probabilistic
Vessel Axis Tracing and Its Application to Vessel Segmentation with Stream
Surfaces and Minimum Cost Paths”, Medical Image
Analysis, (MedIA, 2007), Vol.
11, No. 6, pages 567 – 587, December, 2007.
·
Max W. K. Law and Albert C. S. Chung, “Weighted Local
Variance Based Edge Detection and Its Application to Vascular Segmentation in
Magnetic Resonance Angiography”, Special Issue of the IEEE
Transactions on Medical Imaging on
Mathematical Modeling in Biomedical Image Analysis, (TMI, 2007), Volume 26, No. 9, pages 1224 – 1241, September,
2007.
·
Shu Liao and Albert C. S. Chung, “Multi-modal
Image Registration by Using Ordinal Features and Multi-Dimensional Mutual
Information”, The Fourth IEEE International Symposium on
Biomedical Imaging, ISBI, (ISBI’07), Metro
Washington, D.C., U.S.A., April 12 – 15, 2007, pp. 5 – 8.
·
Jue Wu and Albert C. S. Chung, “Markov Random
Field Energy Minimization via Iterated Cross Entropy with Partition Strategy”,
The
32nd International Conference on Acoustics, Speech, and Signal
Processing, ICASSP, (ICASSP’07),
Hawai’i Convention Center, Honolulu, Hawaii, U.S.A., April 15 – 20, 2007,
Volume I, pp. 457 – 460.
·
Shu Liao and Albert C. S. Chung, “Texture
Classification by using Advanced Local Binary Patterns and Spatial Distribution
of Dominant Patterns”, The 32nd International Conference on
Acoustics, Speech, and Signal Processing, ICASSP, (ICASSP’07), Hawai’i Convention Center, Honolulu, Hawaii,
U.S.A., April 15 – 20, 2007, Volume I, pp. 1221 – 1224.
·
Albert C. S. Chung, Rui Gan and William M.
Wells III, “Robust Multi-modal Image
Registration Based on Prior Joint Intensity Distributions and Minimization of
Kullback-Leibler Distance”, HKUST CSE Technical Report, HKUST-CS07-01,
January, 2007.
·
Jue Wu and Albert C. S. Chung, “A Segmentation
Model Using Compound Markov Random Fields Based on a Boundary Model”, IEEE
Transactions on Image Processing,
(TIP, 2007), Vol. 16, No. 1, pages
241 – 252, January, 2007.
·
Albert C. S. Chung, “Image Segmentation Methods for Detecting
Blood Vessels in Angiography”, The 9th International Conference on
Control, Automation, Robotics and Vision, ICARCV
(ICARCV2006), Singapore, December 5 – 8, 2006, pp. 1424 – 1429. An invited paper to a
special session on medical image analysis.
·
Yang Xiang, Albert C. S. Chung and Jian Ye, “An Active
Contour Model for Image Segmentation Based on Elastic Interaction”, Journal of Computational
Physics (JCP, 2006), Vol. 219, No. 1, pages 455 – 476, November,
2006.
·
Wenchao Cai, Jue Wu and Albert C. S. Chung, “Shape-based
Image Segmentation using Normalized Cuts”, The 13th
International Conference on Image Processing, ICIP,
(ICIP’06), Atlanta, GA, USA, October 8 – 11, 2006, pp. 1101 – 1104.
·
Shu Liao, Wei Fan, Albert C. S. Chung and
Dit-Yan Yeung, “Facial Expression Recognition using
Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance
Features”, The 13th International Conference on Image
Processing, ICIP (ICIP’06),
Atlanta, GA, USA, October 8 – 11, 2006, pp. 665 – 668.
·
Shu Liao and Albert C. S. Chung, “Multi-modal
Image Registration using the Generalized Survival Exponential Entropy”,
The 9th International Conference on Medical Image Computing and Computer
Assisted Intervention, MICCAI, 2006 (MICCAI’06), Copenhagen, Denmark, October 1 – 6, 2006, LNCS 4191, pp. 964 – 971.
·
Wenchao Cai and Albert C. S. Chung, “Multi-resolution
Vessel Segmentation Using Normalized Cuts in Retinal Images”, The 9th
International
Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI, 2006 (MICCAI’06), Copenhagen, Denmark, October 1 – 6, 2006, LNCS 4191, pp. 928 – 936.
·
Wilbur C. K. Wong and Albert C. S. Chung, “Toward
Interactive User Guiding Vessel Axis Extraction from Gray-scale Angiograms: An
Optimization Framework”, The 9th International Conference on
Medical Image Computing and Computer Assisted Intervention, MICCAI, 2006 (MICCAI’06), Copenhagen, Denmark, October 1 – 6, 2006, LNCS 4190, pp. 223 – 231.
·
K. K. Lau and Albert C. S. Chung, “A global optimization strategy for 3D-2D
registration of vascular images”, The 17th
British Machine Vision Conference, BMVC,
2006 (BMVC’06), Edinburgh, U.K., September 4 – 7, 2006, Volume II, pp.
489 – 498.
·
Simon C. H. Yu, Wilbur C. K. Wong, Albert C.
S. Chung, Kwok-Tung Lee, George K. C. Wong and Wai S. Poon, “Does Endoluminal Coil
Embolization Cause Distension of Intracranial Aneurysms?”, Neuroradiology,
(Neuroradiology, 2006), Vol. 48, No. 9, pp. 653 – 660, September 2006.
·
Tommy W. H. Tang and Albert C. S. Chung, “Cerebral
Vascular Tree Matching of 3D-RA Data Based on Tree Edit Distance”, The
Third International Workshop on Medical Imaging and Augmented Reality, MIAR, 2006 (MIAR’06), Shanghai, China,
August 17 – 18, 2006, LNCS 4091, pp. 116 – 123.
·
W. K. Law and Albert C. S. Chung, “Segmentation
of Vessels using Weighted Local Variances and an Active Contour Model”,
IEEE
Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis
(MMBIA’06), New York City, NY, USA, June 17 – 18, 2006, pp. 83,
published electronically (8 pages).
·
Rui Gan and Albert C. S. Chung, “Robust
Optimization using Disturbance for Image Registration”, The Third
International Workshop on Biomedical Image Registration, WBIR, 2006 (WBIR’06), Utrecht, The
Netherlands, July 9 – 11, 2006, LNCS 4057, pp. 280 – 288.
·
Wilbur C. K. Wong and Albert C. S. Chung, “Augmented Vessels for Quantitative
Analysis of Vascular Abnormalities and Endovascular Treatment Planning”,
IEEE
Transactions on Medical Imaging, (TMI,
2006), Vol. 25, No. 6, pages 665 –
684, June, 2006.
·
Ming-Yuen Chan, Yingcai Wu, Huamin Qu, Albert
C. S. Chung and Wilbur C. K. Wong, “MIP-Guided Vascular Image Visualization
with Multi-Dimensional Transfer Function”, The 24th Computer
Graphics International Conference, CGI, 2006 (CGI’06),
Hangzhou, China, June 26 – 28, 2006, LNCS 4035, pp. 372 – 384.
·
S. Liao, W. K. Law and Albert C. S. Chung, “Combining
Microscopic and Macroscopic Information for Rotation and Histogram Equalization
Invariant Texture Classification”, The Seventh Asian Conference on
Computer Vision 2006 (ACCV’06), Hyderabad, India, Jan. 13 – 16, 2006,
LNCS 3851, Vol. 1, pp. 100 – 109.
·
W. K. Law and Albert C. S. Chung, “Minimal
Weighted Local Variance as Edge Detection for Active Contour Models”,
The Seventh Asian Conference on Computer Vision 2006 (ACCV’06),
Hyderabad, India, Jan. 13 – 16, 2006, LNCS 3851, Vol. 1, pp. 622 – 632.
·
Jue Wu and Albert
C. S. Chung, “Cross Entropy: A New Solver for Markov Random
Field Modeling and Applications to Medical Image Segmentation”, The
Eighth International Conference on Medical Image Computing and
Computer-Assisted Intervention 2005 (MICCAI’05), Palm Springs,
California, USA, Oct. 26 – 29, 2005, LNCS 3749, pp. 229 – 237.
·
Rui Gan and Albert
C. S. Chung, “Distance-Intensity for Image Registration”,
The International Workshop on Computer Vision for Biomedical Image
Applications: Current Techniques and Future Trends, in conjunction with The
Tenth IEEE International Conference on Computer Vision (ICCV Workshop’05),
Beijing, China, Oct. 21, 2005, LNCS 3765, pp. 281 – 290.
·
Albert C. S.
Chung, Yang Xiang, Jian Ye and W. K. Law, “Elastic interaction models for
active contours and surfaces”, The International Workshop on Computer
Vision for Biomedical Image Applications: Current Techniques and Future Trends,
in conjunction with The Tenth IEEE International Conference on Computer Vision
(ICCV Workshop’05), Beijing, China, Oct. 21, 2005, LNCS 3765, pp. 314 –
323.
·
Jue Wu and Albert
C. S. Chung, “A Segmentation Method Using Compound Markov Random
Fields Based on a General Boundary Model”, The International Conference
on Image Processing 2005 (ICIP’05), Genoa, Italy, September 11 – 14,
2005, Vol. II, pp. 1182 – 1185.
·
Wilbur C. K. Wong
and Albert C. S. Chung, “Bayesian Image Segmentation Using Local
Iso-intensity Structural Orientation”, IEEE Transactions on Image
Processing, 2005 (TIP, 2005), Vol. 14, No. 10, pages
1512 – 1523, October, 2005. Colour version
·
Rui Gan, Wilbur C.
K. Wong, and Albert C. S. Chung, “Statistical Cerebrovascular Segmentation in
Three-Dimensional Rotational Angiography Based on Maximum Intensity Projections”,
Medical Physics, 2005 (MedPhy, 2005), Vol. 32, No. 9, pages
3017 – 3028, September,
2005.
·
Rui Gan and Albert
C. S. Chung, “Multi-dimensional Mutual Information Based Robust
Image Registration Using Maximum Distance-Gradient-Magnitude”, The 19th
International Conference on Information Processing in Medical Imaging 2005 (IPMI’05),
Glenwood Springs, Colorado, USA, July 10 – 15, 2005, LNCS 3565, pp.210 – 221.
·
Yang Xiang, Albert
C. S. Chung, and Jian Ye, “A New Active Contour Method based on Elastic
Interaction”, IEEE Computer Society Conference on Computer Vision and
Pattern Recognition 2005 (CVPR’05), San Diego, CA, USA, June 20 – 26,
2005, Vol. 1, pp.452 – 457.
·
Albert C. S. Chung,
J. Alison Noble and P. Summers, “Vascular Segmentation of Phase Contrast
Magnetic Resonance Angiograms Based on Statistical Mixture Modeling and Local
Phase Coherence”, IEEE Transactions on Medical Imaging, 2004 (TMI,
2004), Vol. 23, No. 12, pages 1490 – 1507, December, 2004. Google
Scholar Search
·
Rui Gan, Jue Wu,
Albert C. S. Chung, Simon C. H. Yu and William M. Wells III, “Multiresolution
image registration based on Kullback-Leibler distance”, The Seventh
International Conference on Medical Image Computing and Computer-Assisted
Intervention 2004 (MICCAI’04), Rennes, Saint-Malo, France, Sept. 26 –
30, LNCS 3216, pp. 599 – 606. Google
Scholar Search
·
Wilbur C. K. Wong,
Albert C. S. Chung, and Simon C. H. Yu, “Augmented Vessels for Pre-operative
Preparation in Endovascular Treatments”, The Seventh International
Conference on Medical Image Computing and Computer-Assisted Intervention 2004 (MICCAI’04),
Rennes, Saint-Malo, France, Sept. 26 – 30, LNCS 3217, pp. 602 – 609.
· Jue Wu and Albert C. S. Chung, “Multimodal
Brain Image Registration Based on Wavelet Transform Using SAD and MI”, The Second International Workshop on Medical
Imaging and Augmented Reality (MIAR’04), Beijing, China, August 19 – 20,
LNCS 3150, pp. 270 – 277.
·
Wilbur C. K. Wong,
and Albert C. S. Chung, “A Non-linear and Non-iterative Noise Reduction
Technique for Medical Images: Concept and Methods Comparison”, Computer
Assisted Radiology and Surgery, The 18th International Congress and Exhibition,
June 2004 (CARS’04), Chicago, USA, June 23 – 26, pp. 171 – 176.
·
Rui Gan, Wilbur C.
K. Wong, Albert C. S. Chung, and Simon C. H. Yu, “Statistical Cerebrovascular
Segmentation in Three-Dimensional Rotational Angiography Based on Maximum
Intensity Projections”, Computer Assisted Radiology and Surgery, The
18th International Congress and Exhibition, June 2004 (CARS’04),
Chicago, USA, June 23 – 26, pp. 195 – 200.
·
Wilbur C. K. Wong
and Albert C. S. Chung, “Trilateral Filtering: A Non-linear Noise
Reduction Technique for MRI”, International Society for Magnetic
Resonance in Medicine, The 12th Scientific Meeting and Exhibition, May 2004 (ISMRM’04),
Kyoto, Japan, May 15 – 21, page 2218.
·
Wilbur C. K. Wong,
Albert C. S. Chung and Simon C. H. Yu, “Trilateral Filtering for Biomedical Images”,
IEEE International Symposium on Biomedical Imaging: From Nano to Macro, April
2004 (ISBI’04), Arlington, VA, USA, April 15-18, pp. 820 – 823.
·
Rui Gan, Albert C.
S. Chung, Wilbur C. K. Wong and Simon C. H. Yu, “Vascular Segmentation in
Three-Dimensional Rotational Angiography Based on Maximum Intensity Projections”,
IEEE International Symposium on Biomedical Imaging: From Nano to Macro, April
2004 (ISBI’04), Arlington, VA, USA, April 15-18, pp. 133 – 136.
·
H. M. Chan, Simon C. H. Yu, William M. Wells III and Albert C. S. Chung, “2D-3D
Vascular Registration between Digital Subtraction Angiographic (DSA) and
Magnetic Resonance Angiographic (MRA) Images”,
IEEE International Symposium on Biomedical Imaging: From Nano to Macro, April
2004 (ISBI’04), Arlington, VA, USA, April 15-18, pp. 708 – 711.
·
Wilbur C. K. Wong,
Albert C. S. Chung and Simon C. H. Yu, “Local Orientation Smoothness Prior for Vascular
Segmentation of Angiography”, The 8th European Conference on Computer
Vision (ECCV’04),
Prague, May 11-14, Volume
2, pp. 353 – 365.
·
Ho-Ming Chan,
Albert C. S. Chung, Simon C. H. Yu, Alexander Norbash and William M. Wells III,
“Multi-modal
image registration by minimizing Kullback-Leibler distance between expected and
observed joint class histograms”, IEEE Computer Society Conference on
Computer Vision and Pattern Recognition 2003 (CVPR’03), Volume 2, Page:
570 – 576. Google
Scholar Search
·
Salil Soman,
Albert C. S. Chung, W Eric L Grimson and William M Wells III, “Rigid
Registration of Echoplanar and Conventional Magnetic Resonance Images by
Minimizing the Kullback-Leibler Distance”, Second International
Workshop on Biomedical Image Registration, 2003 (WBIR’03), pp. 181 –
190.
·
Ho-Ming Chan and
Albert C. S. Chung, “Efficient
3D-3D Vascular Registration Based on Multiple Orthogonal 2D Projections”, Second International Workshop on
Biomedical Image Registration, 2003 (WBIR’03), pp.301 – 310.
·
Albert C. S.
Chung, William M. Wells III, Alexander Norbash and W. Eric L. Grimson, “Multi-modal
image registration by minimising Kullback-Leibler distance”, The Fifth
International Conference on Medical Image Computing and Computer-Assisted
Intervention 2002 (MICCAI’02), Tokyo, Japan, Sept. 25 – 28, LNCS 2489,
pp. 525 – 532.
·
Albert C. S. Chung,
J. Alison Noble and P. Summers, “Fusing Magnitude and Phase Information for
Vascular Segmentation in Phase Contrast MR Angiograms”, Medical Image
Analysis, Vol. 6, pages 109 – 128, 2002 (MedIA, 2002). Google
Scholar Search
·
Albert C. S. Chung, “Vessel and Aneurysm
Reconstruction using Speed and Flow Coherence Information in Phase Contrast
Magnetic Resonance Angiograms”, D.
Phil. Dissertation, Medical Vision Laboratory, Robotics Research Group, Department
of Engineering Science, Oxford University, 2001. Winner of the 2002 Sullivan
Doctoral Thesis Prize (The best doctoral thesis submitted to a UK
University in the field of computer or natural vision).
·
Robert A. McLaughlin, John Hipwell, Graeme
P. Penney, Kawal Rhode, Albert C. S. Chung, J Alison Noble and David J. Hawkes,
“Intensity-based
Registration versus Feature-based Registration for Neurointerventions”,
Medical Image Understanding and Analysis (MIUA’01),
The University of Birmingham, UK, July 16 – 17, 2001.
·
Albert C. S.
Chung, J. Alison Noble, P. Summers and Michael Brady, “Three-dimensional Vascular Segmentation
using MRA Statistics and Velocity Field Information in Phase Contrast MRA”,
The 17th International Conference on Information Processing in Medical Imaging
2001 (IPMI’01), Davis, CA, USA, June 18 – 22, LNCS 2082, pp. 461 – 467.
·
Albert C. S.
Chung, J. Alison Noble and Paul Summers, “Fusing Speed and Phase Information for
Vascular Segmentation in Phase Contrast MR Angiograms”, The Third
International Conference on Medical Image Computing and Computer-Assisted
Intervention 2000 (MICCAI’00), Pittsburgh, Pennsylvania, USA, Oct. 11 –
14, LNCS 1935, pp. 82 – 89.
·
A. C. S. Chung, P.
A. Armitage, P. Summers and J. A. Noble, “Statistical analysis of background noise in diffusion
images”, The annual meeting of the European Society of Magnetic
Resonance in Medicine and Biology 2000 (ESMRMB’00), pp.114.
·
Paul Summers,
Albert C. S. Chung and J. A. Noble, “Impact of Image Processing Operations on
MR Noise Distributions”, International Society for Magnetic Resonance
in Medicine, The 8th Scientific Meeting and Exhibition, April 2000 (ISMRM’00),
Denver, Colorado, USA, April 3 – 7, page 1779.
·
Albert C. S. Chung
and Helen C. Shen, “Entropy based Markov chains for multisensor fusion”,
Journal of
Intelligent and Robotic Systems, Vol. 29, No. 2, pages
161 – 189, October, 2000.
·
Albert C. S. Chung
and J. Alison Noble, “Statistical
3D Vessel Segmentation Using a Rician Distribution”, The 2nd International Conference on
Medical Image Computing and Computer-Assisted Intervention 1999 (MICCAI’99),
Cambridge, UK, Sept. 19 – 22, LNCS 1679, pp. 82 – 89. Google
Scholar Search
·
Albert C. S. Chung and Helen C. Shen, “Integrating
Dependent Sensory Data”, IEEE International Conference on Robotics and
Automation, 1998 (ICRA’98), May 16 – 20, Leuven, Belgium, Vol. 4, pp.
3546 – 3551.
·
Albert C. S. Chung and Helen C. Shen, “Dependence
in Sensory Data Combination”, IEEE/RSJ International Conference on
Intelligent Robots and Systems, 1998 (IROS’98), October 13 – 17,
Victoria, B.C., Canada, Vol. 3, pp. 1676 – 1681.
·
Albert C. S. Chung, Helen C. Shen and Otman
A. Basir, “Decentralized Approach to Sensory Data
Integration”, IEEE/RSJ International Conference on Intelligent Robots
and Systems, 1997 (IROS’97), September 7 – 11, Grenoble, France, Vol. 3,
pp. 1409 – 1414.
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Postdoctoral Researchers:
1.
Dr. Kam Keung (KK) LAU (Dec 1, 2005 – Jun 15, 2006)
2. Dr. Zhenyu (Terry) HE (Jan 3, 2007 – Feb
26, 2009; He joined the Department of
Electronics and Information Engineering at the Huazhong University of Science and Technology
as an associate professor)
3. Dr. Jue (John) WU (Sept 4, 2008 – Feb 28, 2009; He joined the PICSL at the University
of Pennsylvania, USA as a postdoctoral research fellow)
4. Dr. Wilbur Chun Kit WONG (Sept 1, 2006 – Oct 14, 2006; Dec 2, 2007 – Aug 31, 2009; He joined Thomson
Reuters in Sept 2009)
PhD (Doctor of Philosophy, or D.Phil. in the UK)
Students:
1. Dr. Rui GAN
(Computer Science, Summer 2006; She moved to
Zurich in September, 06; joined the Department of Information Science, School of Mathematical Sciences, Peking University as a lecturer in
January, 09)
2. Dr. Wilbur Chun
Kit WONG (Computer Science, Summer 2006; He moved to
the U.S.A. in October, 06; joined HKUST as
a postdoctoral research fellow in December, 07;
joined Thomson Reuters in Sept 2009)
3. Dr. Jue (John) WU (Bio-engineering, Summer 2008; He joined HKUST as postdoctoral research fellow
in September, 08; joined the PICSL at the
University of Pennsylvania, USA as a
postdoctoral research fellow in March, 09)
4. Dr. Wai Kong (Max) LAW (Computer Science and
Engineering, Summer 2010; He joined Siemens Corporate Research,
Princeton, New Jersey, USA, as an Intern, March 09 – August 09; He joined the Digital Imaging Group of London as
postdoctoral fellow with Shuo
Li, GE Healthcare and University of Western Ontario, Canada in Sept 2010)
5. Dr. Shu (Billy) LIAO (Computer Science and Engineering, Summer 2010; He joined The University of North Caroline at Chapel
Hill as postdoctoral research fellow with Dinggang Shen in Sept 2010)
6. Dr. Yi Shan (Lisa) LUO (Computer
Science and Engineering, Summer 2012;
She joined Hong Kong Sanatorium
& Hospital as Medical Physicist in 2012)
7. Dr. Ning (Joanna) ZHU (Computer Science and Engineering, Summer 2014; She joined Imaging Systems for Radiotherapeutics
Group, Stanford School of Medicine, Stanford University as Postdoctoral
Scholar in 2014)
8. Dr. Ronald Wai King SO (Computer Science and
Engineering, January 2017; He is currently working full-time as a Resident
Physicist at the Princess Margaret Hospital, Hong Kong.)
9. Dr. Siqi (Portia) BAO (Computer Science and
Engineering, Summer 2017; She is currently working full-time as a R&D
Engineer at Baidu, Shenzhen.)
10. Dr. Pei (Wynonna) WANG (Computer Science and
Engineering, Summer 2020; She is currently working full-time as a Data
Scientist at Netixis, Hong Kong.)
11. Dr. Yongxiang
(Jason) HUANG (Computer Science and Engineering, Winter 2021; He is currently
working full-time as a R&D Engineer at Tencent, Shenzhen.)
M.Phil. (Master of Philosophy) Students:
1.
Mr. Ho Ming CHAN (Computer Science, Summer 2003)
2.
Mr. Wilbur Chun Kit WONG (Computer Science, Summer
2003)
3.
Ms. Xing ZHANG (Computer Science, Summer 2003)
(Co-supervised with Prof. Gary CHAN)
4.
Mr. Jian YE (Math., Summer 2005) (Co-supervised
with Prof. Yang XIANG)
5.
Mr. Wai Kong (Max) LAW (Computer Science, Summer
2006)
6.
Mr. Ming Yuen CHAN
(Computer Science, Summer 2006)
(Co-supervised with Prof. Huamin QU)
7.
Mr. Shu (Billy) LIAO
(Computer Science and Engineering, Summer
2007)
8.
Mr. Wai Ho (Tommy) TANG (Computer Science and Engineering,
Summer 2007)
9.
Mr. Yuan (Vincent) YUAN (Computer Science and Engineering, Summer 2008)
10. Mr. Wai King
(Ronald) SO (Computer Science and
Engineering, Summer 2009)
11. Mr. Kai Ho
(William) WU (Computer Science and
Engineering, Summer 2014)
12. Ms. Qing (Chloe) ZHANG (Electronic and Computer Engineering, May 2017)
M.Sc. (Master of Science) Project Students:
2. Mr.
Wai Ip CHOI (Computer Science, Summer 2004)
3. Miss
Cherrie Ng (Computer Science, Summer 2004)
Alumni
1. Mr. Wenchao CAI
(Computer Science and Engineering, Sept 05 – Dec 06)
COMP697E: Independent Studies: Medical Imaging and Image Analysis (Fall
2007)
COMP696X: Independent Studies: Mathematical Methods in Biomedical Image
Analysis (Spring 2007)
COMP621T: Advanced Topics in Artificial
Intelligence: Image Analysis and Processing (Spring 2010)
COMP621E: Advanced Topics in Artificial Intelligence: Medical Image
Analysis and Processing.
BIEN504: Introduction to Bioengineering
(Spring 2010)
COMP390D: Directed Studies (Honors Study Track) (Spring 2007)
COMP390C: Directed Studies (Honors Study Track) (Spring 2006, Fall 2009)
COMP344: Image Processing (Fall 2005)
COMP300Z: Introduction to Image Processing.
COMP2011: Programming with C++ (Spring 2015, Spring 2019)
COMP1021: Introduction to Computer Science (Spring 2013, Spring 2014)
COMP290B: Directed Studies (Honors Study Track) (Fall 2005)
COMP104: Programming Fundamentals and Methodology (Fall 2009)
COMP104H: Programming Fundamentals and Methodology
(Honors Study Track) (Fall 2007, Fall 2008)
COMP152: Object-Oriented Programming
and Data Structures (Spring 2011)
COMP171H: Data Structures and Algorithms (Honors Study Track) (Fall 2007, Fall 2008)
COMP171: Data Structures and Algorithms (Spring 2005, Spring 2006,
Spring 2007, Spring 2008)
COMP180: Introduction to Computer Organization. (Spring 2003, Spring
2004)
Years |
Titles |
Names |
2003-2004 (FYP) |
Application
of image processing techniques to tissue texture analysis and image
compression Awards: 1.
Champion
in the Hang Seng Innovative Design Competition 2003 – 2004. 2.
Silver
Award in the HKUST President’s Cup, 2003 – 2004, at HKUST. 3.
Finalist
in the IEEE FYP competition 2003 – 2004. (Hong Kong Neural Network Chapter). 4.
Finalist
in the Hong Kong Intelligence@society Contest 2004. This project has also been invited to
give presentation in the HKUST Twelfth Congregation dinner on Nov. 12, 2004. News
in the newspapers: Ming Pao Daily, June 20, 2004, news Oriental Daily, June 20, 2004, news |
Mr.
Tsz Chung
(Kimo) LAI (Joined
our MPhil program at UST in 2004) Mr.
Wai Kong
(Max) LAW (Joined
our MPhil program at UST in 2004 and PhD program at UST in 2006) |
2003-2004 (FYP) |
Interactive
segmentation tools for clinicians |
Mr.
Kin On
(Anson) LAU |
2003-2004 (FYP) |
Real-Time
Guide Wire/Catheter Tracking |
Mr.
Kin Ming
(Ricky) LEE (Exchange
student at the U. of Penn., USA, 2003 – 2004) |
2004-2005 (FYP) |
Medical
Image Segmentation and Applications |
Mr.
Shu (Billy) LIAO (Exchange student at the U.
of Penn., USA, 2003 – 2004, Joined
our MPhil program at UST in 2005 and PhD program at UST in 2007) Mr.
Ki Fung (Teddy) HUI (Joined our placement
program at HSBC in 2004 – 2005) Mr.
Ho Lung (Alan) WONG |
2005-2006 (FYP) |
A
System for Traffic Flow Analysis |
Mr.
Mian QIN (Joined
our MPhil program at UST in 2006) Mr.
Tin Tak (Alex) YEUNG |
2006-2007 (FYT) |
A System for Endovascular
Treatment Planning (This
project was designed for elite students. CGA should be A- or
above.) |
Mr.
Wai King SO (An
honors-track student in the Computer Engineering Program, Joined our MPhil program
at UST in 2007, and joined out PhD program in 2009) |
2006-2007 (FYP) |
Image
Inpainting |
Mr.
Chi Wai (Victor) CHEUNG (Joined our MPhil program
at UST in 2007, and joined out PhD program in 2009) |
2006-2007 (FYP) |
Music
Score Translation |
Mr.
Parlyn CHAU Mr.
Ka Ho CHIU |
2007-2008 (FYP) |
Non-rigid Image
Registration |
Mr. Chenfeng (Kangol) LI (Joined our MPhil program
at UST in 2009) |
2007-2008 (FYP) |
The development of
Peer-to-Peer Wireless Networks |
Mr.
Chung Leung CHAN Mr.
Faat Keung CHEUNG |
2008-2009 (FYP) |
Image Analyzer: Chinese/English Character Recognition |
Mr. Yeuk Chuen HO Mr. Kwan Yu TAI Mr. Wai Fung TSE |
2008-2009 (FYP) |
Photo Repairing |
Mr. Chun Yin (Brian) LAI Ms. Sin Man (Jackie) YIP Mr. Chun Yuen (Jimmy) KO |
2009-2010 (FYP) |
Image Analyzer: EC Leaner |
Mr. Siu Tung (Sunny) FUNG Ms. Ka Lai (Rainbow) WONG Mr. Wing Kong (Steve) WONG |
2010-2011 (FYP) |
Image Analyzer: Smart Nutri (It was awarded the Best FYP) |
Mr. Yat Hung
Calvin AU-YEUNG Ms. Yan Ting
Mandy CHU Ms. Chung Yan
Johanna LAU |
2011-2012 (FYP) |
Image Analyzer: Learning-based Approach
for Location Recognition: From Image to Location (It was awarded the Best FYP) This project was
the finalist in the HKUST President’s
Cup, 2011-2012. This project was
the finalist in the Pan-Pearl River Delta Amway University IT Project
Competition 2012. |
Mr. Alex Lik
Hang Chau Mr. Tom Ka Shing
Chan Mr. Victor Chang Mr. Vincent Kin
San Lai |
|
Will be updated
soon for projects after 2012 |
|
--------------------------------------------------------
Professor Albert C. S. CHUNG
Department of Computer Science and
Engineering,
The Hong Kong University of Science and
Technology,
Clear Water Bay, Hong Kong
Tel: +852-2358-7000 (Departmental Office)
Fax: +852-2358-1477
Email: achung 'at ' cse 'dot' ust 'dot' hk
URL: http://www.cse.ust.hk/~achung