CHENYANG XU
Senior Member, Institute of Electrical and Electronic
Engineers (IEEE)
Program Manager, Interventional Imaging Program
Imaging and Visualization Department
Siemens Corporate Research, Inc.
755 College Road East
Princeton, NJ 08540
Tel: 609.734.6535
Email: chenyang.xu@siemens.com
Web: http://iacl.ece.jhu.edu/~chenyang
RESEARCH EXPERTISE
Image segmentation, rigid and non-rigid registration,
deformable models, image analysis, computer vision, variational and PDE methods,
medical imaging, and image-guided surgery
EDUCATION
Ph.D. in Electrical and Computer Engineering, January 1999,
The Johns Hopkins University, Baltimore, MD.
Dissertation title: Deformable
Models with Application to Human Cerebral Cortex
Reconstruction from
Magnetic Resonance Images
Ph.D. advisor: Professor
Jerry L. Prince.
Master of Science and
Engineering in Electrical and
Computer Engineering, May 1995,
The Johns Hopkins University, Baltimore, MD.
Course work emphasized
mathematical analysis, differential geometry, image processing, computer
vision, and medical imaging.
Bachelor of Science in Computer Science and Engineering, June 1993,
University of Science and Technology of China, Hefei, Anhui, China.
EXPERIENCE
Program Manager (November 2006 – present),
Interventional Imaging
Program, responsible for managing and growing the innovation portfolio,
project acquisition, development, management, and delivery,
mutimodality image fusion R&D activities,
leading and managing a number of image-guided intervention clinical prototype and product development.
Imaging and Visualization
Department, Siemens Corporate Research, Inc., Princeton, NJ
Project Manager (October 2004 – October 2006),
Interventional Imaging
Program, responsible for project acquisition, development, management, and delivery
and image registration and segmentation research activities, authored numerous
product documentations.
Imaging and Visualization
Department, Siemens Corporate Research, Inc., Princeton, NJ
Member Technical Staff (September 2000 – September 2004),
Technical Lead in
Interventional Imaging Program, responsible for image registration and
segmentation research activities
Imaging and Visualization
Department, Siemens Corporate Research, Inc., Princeton, NJ
Associate Research
Scientist (March 2000 – September
2000),
NSF’s Center for Computer
Integrated Surgical Systems and Technology,
The Johns Hopkins University, Baltimore, MD.
Postdoctoral fellow (March 1999 – February 2000),
Center for Imaging Science,
The Johns Hopkins University, Baltimore, MD.
Research assistant (June 1995 – January 1999),
Image Analysis and
Communications Laboratory,
The Johns Hopkins University, Baltimore, MD.
Course Instructor (January 1996 - May 1996)
Part-Time Programs in
Engineering and Applied Sciences,
The Johns Hopkins University, Baltimore, MD.
Teaching Assistant (September 1993 – December 1994, and Fall 1997)
Department of Electrical and
Computer Engineering, The Johns Hopkins University
Research Assistant (June 1991 – June 1993)
Parallel Computing
Laboratory, Department of Computer Science and Engineering,
University of Science and Technology of China, Hefei, Anhui, China.
PROFESSIONAL ACTIVITIES
Conference program and technical committee
·
2nd International
Workshop on Biomedical Image Registration (WBIR’2003), Program Committee
Member, Philadelphia, USA, July, 2003.
·
IEEE International Conference in
Image Processing (ICIP) 2004, Technical Program Committee Member, Singapore, October, 2004.
·
IEEE International Conference in
Image Processing (ICIP) 2005, Technical Program Committee Member, Genova, Italy, September, 2005.
·
IEEE International Conference in
Image Processing (ICIP) 2006, Technical Program Committee Member, Atlanta, USA, October, 2006.
·
IEEE Computer Society Conference
on Computer Vision and Pattern Recognition (CVPR) 2006, Technical Program
Committee Member, New York City, USA, June 2006.
·
2nd International
Workshop on Medical Imaging and Augmented Reality (MIAR 2006), Program
Committee Member, Shanghai, China, August 2006.
Journal Reviewer
·
Computer Vision and Image
Understanding
·
IEEE Transactions on Biomedical
Engineering
·
IEEE Transactions on Image
Processing
·
IEEE Transactions on Medical
Imaging
·
IEEE Transactions on Pattern Analysis
and Machine Intelligence
·
IEE Proceedings of Vision, Image
and Signal Processing
·
Image and Vision Computing Journal
·
Journal of Electronic Imaging
·
Journal of Mathematical Imaging
and Vision
·
Medical Image Analysis
·
Signal Processing: an
International Journal
Societies and affiliations
·
1994 - present, Institute of Electrical and Electronic Engineers (IEEE)
(Student Member’94, Member’99, Senior Member’06)
·
1994 - present, IEEE Signal
Processing Society
·
1999 - present, IEEE Computer
Society
·
1995 - 1997, Treasurer, Chinese
Students and Scholar Association at Johns Hopkins University
·
1994 - 1995, Vice president,
Chinese Students and Scholar Association at Johns Hopkins University
·
1992 - 1993, Society of Industrial
and Applied Mathematics (SIAM)
Invited talks
·
“Automated Human Cerebral Cortex
Mapping System from MR Images”, July 2006,
National Laboratory of Pattern Recognition, Institute of Automation, The Chinese Academy of Sciences, China,
Host: Prof. Tianzi Jiang
·
“Medical Image Segmentation Using
Deformable Models”, June 2006,
Department of Mathematics, Eastern Normal University, Shanghai, China,
Host: Prof. Changfeng Gui & Prof. Chunli Shen
·
“Medical Image Segmentation Using
Deformable Models”, March 2006,
Department of Statistics, Florida State University, Tallahassee, Florida, USA,
Host: Prof. Anuj Srivastava
·
“Medical Image Segmentation Using
Deformable Models”, Conference on Partial Differential Equations and
Applications, sponsored by NSF and University of Florida, November 2005,
Department of Mathematics, University of Florida, Gainesville, Florida, USA,
Host: Prof. Yunmei Chen
·
“Medical Image Segmentation Using
Deformable Models”, July 2005,
Department of Computer Science, University of Erlangen, Germany,
Host: Prof. Dr.-Ing. Joachim Hornegger
·
“Medical Image Segmentation Using
Deformable Models”, March, 2005,
Joint invitation: Department of Electrical and Computer Engineering,
and Department of Mathematics, University of Connecticut, Storrs,
CT, USA,
Hosts: Prof. Martin Fox, Prof. Shengli Zhou, and Prof.
Changfeng Gui
·
“Medical Image Segmentation Using
Deformable Models”, March 2005,
joint invitation from both Institute of Mathematics and its Applications and
the Minnesota Center for Industrial Mathematics, University of
Minnesota, Minneapolis, MN, USA,
Host: Prof. Fadil Santosa.
·
“Medical Image Segmentation Using
Deformable Models”, April 2004,
2004 CSMU International Medical Imaging - MRI Conference, Chung-Shan Medical
University, Taichun, Taiwan,
Hosts: Prof. Chih-Yu Hsu and Prof. Jiann-Wien Hsu.
·
“On Parametric and Geometric
Deformable Models and Their Applications in Human Brain Cortex Segmentation
from MR Images”, November 2001,
GRASP laboratory, University of Pennsylvanian, Philadelphia, PA, USA
Host: Prof. James Gee.
·
"Medical Image Segmentation
Using Deformable Models", July 2000,
Siemens Corporate Research, Inc., Princeton, NJ, USA,
Hosts: Dr. Alok Gupta, Dr. Ali Bane-Hashemi, and Dr. Arun Krishnan.
·
"On Three-Dimensional
Volumetric Registration", July 1999,
Center for Imaging Science, The Johns Hopkins University, Baltimore, MD, USA,
Host: Prof. Michael Miller.
·
"Brain Cortical Surface
Reconstruction from Magnetic Resonance Images", May 1999,
Center for Computer-Integrated Surgical
Systems and Technology, The Johns Hopkins University, Baltimore, MD, USA,
Host: Prof. Russell Taylor.
·
"On Cortical Surface
Reconstruction", September 1998,
NeuroImaging Lab, Department of
Radiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA,
Hosts: Prof. Nick Bryan and Prof.
Christos Davatzikos.
PUBLICATIONS
Journal articles
1.
C. Xu and J. L. Prince, "Snakes, Shapes, and Gradient
Vector Flow", IEEE Transactions on Image Processing, 359-369,
March, 1998. Received over 202 SCI citations
and is ranked as #7 among 1238 SCI papers cited the original active contour
paper “Snake: Active Contours” by Kass, Witkin, and Terzopolous in 1987.
2.
D. L. Pham, J.L. Prince, A.P.
Dagher, and C. Xu, "An Automated Technique for Statistical
Characterization of Brain Tissues in Magnetic Resonance Imaging", International
Journal of Pattern Recognition and Artificial Intelligence, 11(8):
1189-1211, 1997.
3.
C. Xu and J. L. Prince "Generalized Gradient Vector
Flow External Forces for Active Contours", Signal Processing --- An
International Journal, 71(2): 131-139, December 1998.
4.
C. Xu, D. L. Pham, M. E. Rettmann, D. N. Yu, and J. L.
Prince, "Reconstruction of the Human Cerebral Cortex from Magnetic
Resonance Images", IEEE Transactions on Medical Imaging, 18(6):
467-480, June, 1999.
5.
M. E. Rettmann, X. Han, C. Xu,
and J. L. Prince, “Automated Sulcal Segmentation Using Watersheds on the
Cortical Surface,” NeuroImage, 15(2):329-344, Feburary 2002. Featured
in this issue’s cover page.
6.
X. Han, C. Xu, U.
Braga-Neto, and J. L. Prince, "Topology Correction in Brain Cortex
Segmentation Using a Multiscale, Graph-based Algorithm," IEEE Transactions
on Medical Imaging, Vol. 21, No. 2, pp. 109-121, February, 2002.
7.
X. Han, C. Xu, and J. L.
Prince, "A Topology Preserving Level Set Method for Geometric Deformable
Models," IEEE Transactions on Pattern Analysis and Machine Intelligence,
Vol. 25, No. 6, pp. 755-768, June 2003.
8.
X. Han, D. Pham, D. Tosun, M. E.
Rettmann, C. Xu, and J. L. Prince, “CRUISE: Cortical Reconstruction
Using Implicit Surface Evolution,” NeuroImage, Vol. 23, No. 3, pp.
997-1012, November 2004.
9.
D. Tosun, M. E. Rettmann, X. Han,
X. Tao, C. Xu, S. M. Resnik, D. Pham, and J. L. Prince, “Cortical
Surface Segmentation and Mapping,” NeuroImage, Vol. 23, No. 1, pp. S108-S118,
2004.
Invited
survey articles and book chapters
11.
D. L. Pham, C. Xu, and J.
L. Prince, "Current Methods in Medical Image Segmentation", Annual
Review of Biomedical Engineering, vol. 2, Dec. 1999.
12.
C. Xu and J. L. Prince, "Gradient Vector Flow
Deformable Models", Handbook of Medical Imaging, edited by I.
Bankman, Academic Press, 2000.
13.
C. Xu, D. L. Pham, and J. L. Prince, "Medical Image
Segmentation Using Deformable Models", 48 pages, SPIE Handbook on
Medical Imaging -- Volume III: Medical Image Analysis, edited by J. M.
Fitzpatrick and M. Sonka, SPIE Press, 2000.
14.
X. Han, C. Xu, and J.L.
Prince, "A Topology Preserving Geometric Deformable Model and Its
Application in Brain Cortical Surface Reconstruction," Geometric Level
Set Methods in Imaging, Vision and Graphics, S. Osher and N. Paragios
(eds.), Springer Verlag, July, 2003.
Conference papers
15.
C. Xu, D. L. Pham, J. L. Prince, "Finding the Brain
Cortex using Fuzzy Segmentation, Isosurfaces, and Deformable Surface
Models", the XVth International Conference on Information Processing in
Medical Imaging (IPMI'97), pp 399-404, Springer-Verlag, 1997.
16.
C. Xu and J. L. Prince, "A Generalized Gradient Vector
Flow for Active Contour Models", 1997 Conf. Info. Sci. Syst., Johns Hopkins University, pp 885-890, 1997.
17.
C. Xu and J. L. Prince, "Gradient Vector Flow: A New
External Force for Snakes", IEEE Proc. Conf. on Comp. Vis. Patt.
Recog. (CVPR), pp 66-71, June, 1997.
18.
J. L. Prince and C. Xu,
"A New External Force Model for Snakes", The Ninth Image and
Multidimensional Digital Signal Processing (IMDSP) Workshop, pp 30-31,
1996.
19.
J. L. Prince and C. Xu
"Nonconservative Force Models in Active Geometry", Proc. of IEEE
Image and Multidimensional Digital Signal Processing (IMDSP) Workshop, pp
139-142, 1998.
20.
C. Xu, D. L. Pham, and J. L. Prince, "Reconstruction
of the Human Cortical Surface from MR Images", 4th International
conference on Functional Mapping of the Human Brain, June 7-12, 1998,
Montreal, Quebec, Canada; NeuroImage 7(4):715, May 1998.
21.
C. Xu, M. E. Etemad, D. N. Yu, D. L. Pham, and J. L.
Prince, "A Spherical Map for Cortical Geometry", 4th
International conference on Functional Mapping of the Human Brain, June
7-12, 1998, Montreal, Quebec, Canada; NeuroImage 7(4):734, May 1998.
22.
C. Xu, D. L. Pham, and J. L. Prince, "Reconstruction
of the Central Layer of the Human Cerebral Cortex from MR images", the
First International Conference on Medical Image Computing and Computer
Assisted Interventions (MICCAI'98), pp 482-488, Springer-Verlag, October
1998.
23.
M. E. Etemad, C. Xu, D. L.
Pham, and D. N. Yu, and J. L. Prince, "On Automated Segmentation of Buried
Gyri", 5th International conference on Functional Mapping of the Human
Brain, June 1999.
24.
M. E. Rettmann, C. Xu, D.
L. Pham, and J. L. Prince, "Automated Segmentation of Sulcal
Regions", the Second International Conference on Medical Image
Computing and Computer Assisted Interventions (MICCAI'99), 158-167,
September 1999.
25.
D. Yu, C. Xu, M.
E. Rettmann, D. L. Pham, and J. L. Prince, “Quantitative Validation of a
Deformable Cortical Surface Model,” in Proc. of SPIE Medical Imaging, 2000.
26.
C. Xu and J. L. Prince, “Global Optimality of Gradient
Vector Flow,” in Proc. of CISS '00 Conference
on Information Sciences and Systems, March 2000.
27.
X. Han, M. Rettmann, C.
Xu, and J. L. Prince, “Morphology on Triangle Meshes Using Geodesic
Distance,” in Proc. of CISS '00 Conference
on Information Sciences and Systems, March 2000.
28.
D. Yu, C. Xu, and J. L.
Prince, “A New Interactive Surface Editing Tool for Generating Truth Models of
the Human Cortical Surface,” in Proc. 6th International Conference on
Functional Mapping of the Human Brain.
29.
C. Xu, X. Han, and J. L. Prince, “Improving Cortical
Surface Reconstruction Accuracy Using an Anatomically Consistent Gray Matter
Representation,” in Proc. 6th International Conference on Functional Mapping
of the Human Brain.
30.
C. Xu, A. Yezzi, and J. L. Prince, “On the Relationship
between Parametric and Geometric Active Contours”, in 34'th Annual Asilomar
Conference on Signals, Systems, and Computers, pp. 483-489, November 2000.
31.
M. E. Rettmann, X. Han, C. Xu,
and J. L. Prince, "Watersheds on the Cortical Surface for Automated Sulcal
Segmentation," 4th IEEE Workshop on Mathematical Methods in
Biomedical Image Analysis (MMBIA2001), pp. 20-27, June 2001.
32.
D. Tosun, M. E. Rettmann, X. Tao,
X. Han, C. Xu, and J. L. Prince, "Calculation of Human Cerebral
Cortical Thickness on Opposing Sulcal Banks" 7th International
Conference on Functional Mapping of the Human Brain (HBM), June 2001.
33.
C. Xu, A. Yezzi, Jr., and J. L. Prince, "A Summary of
Geometric Level-Set Analogues for a General Class of Parametric Active Contour
and Surface Models", in Proc. of 2001 IEEE Workshop on Variational and
Level Set Methods in Computer Vision (VLSM 2001), pp. 104-111, July 2001.
34.
X. Han, C. Xu, U. Braga-Neto, and J. L. Prince, "Topology
Correction for Brain Cortex Segmentation," the XVIIth International
Conference on Information Processing in Medical Imaging (IPMI'01), pp
395-401, Springer-Verlag, 2001.
35.
X. Han, C. Xu, M. E.
Rettmann, and J. L. Prince, "Automated Segmentation Editing for Cortical
Surface Reconstruction," Proc. of SPIE Medical Imaging, Feb. 2001.
36.
X. Han, C. Xu, and J. L.
Prince, "A Topology Preserving Deformable Model Using Level Sets",
IEEE Computer Society Conference on Computer Vision and Pattern Recognition
(CVPR’2001), Kauai, Hawii, Dec. 2001, Vol II, pp. 765-770.
37.
X. Han, C. Xu, D. Tosun,
and J.L. Prince, "Cortical Surface Reconstruction Using a Topology
Preserving Geometric Deformable Model," 5th IEEE Workshop on
Mathematical Methods in Biomedical Image Analysis (MMBIA’2001), Kauai,
Hawaii, Dec. 2001, pp. 213-220.
38.
D. L. Pham, X. Han, M. E.
Rettmann, C. Xu, D. Tosun, S. Resnick, and J. L. Prince, "New
Approaches for Measuring Changes in the Cortical Surface Using an Automatic
Reconstruction Algorithm," SPIE Medical Imaging 2002 Conf., San
Diego, CA, Feb. 2002
39.
C. Xu, X. Huang, A. Krishnan, and S. Samant, “An Automated
Image-based Method for Multi-Leaf Collimator Positioning Verification in
Intensity Modulated Radiation Therapy,” International Conference on Diagnostic
Imaging and Analysis, August 2002
40.
X. Han, C. Xu, and J. L. Prince, "A 2D Moving
Grid Geometric Deformable Model", IEEE Computer Society Conference on
Computer Vision and Pattern Recognition (CVPR’2003) , June, 2003, pp. I:
153-160.
41.
X. Huang, Y. Sun, D. Metaxas, F.
Sauer, and C. Xu, “Hybrid Image Registration based on Configural
Matching of Scale-Invariant Salient Region Features,” in 2nd IEEE
Workshop on Image and Video Registration, IVR’04, in conjunction with CVPR’04,
Washington D.C., July 2004.
42.
Y. Sun, F. S. Azar, C. Xu,
G. Hayam, A. Preiss, N. Rahn, and F. Sauer, "Registration of
High-Resolution 3D Atrial Images with Electroanatomical Cardiac Mapping:
Evaluation of Registration Methodology," in Proc. SPIE Vol. 5744, pp.
299-307, SPIE Medical Imaging 2005, San Diego, February 2005.
43.
C. Li, C. Xu, C. Gui, and
M. D. Fox, “Level Set Evolution without Re-Initialization: A New Variational
Formulation,” IEEE Computer Society Conference on Computer Vision and
Pattern Recognition (CVPR’2005), Vol I, pp. 430-436, San Diego, June, 2005.
44.
C. Guetter, C. Xu, F.
Sauer, and J. Hornegger, “Learning Based Non-Rigid Multi-Modal Image
Registration Using Kullback-Leibler Divergence,” the Eighth International
Conference on Medical Image Computing and Computer Assisted Interventions
(MICCAI'05), pp. 255-262, September 2005.
45.
H. Lombaert, Y Sun, L Grady, and C.
Xu, “A Multilevel Banded Graph Cuts Method for Fast Image Segmentation,” IEEE
Proc. International Conference on Computer Vision (ICCV), pp. 259-265, October
2005.
46.
M. Rousson, Y. Bai, C. Xu,
and F. Sauer, “Probabilistic Minimal Path for Automated Esophagus Segmentation,”
Proc. SPIE Medical Imaging, pp. 614449-61444H, 2006.
47.
H. Sundar, A. Khamene, C. Xu,
F. Saber, and C. Davatzikos, “A Novel 2D-3D Registration Algorithm for Aligning
Fluoro Images with 3D pre-op CT/MR images,” Proc. SPIE Medical Imaging, pp.
61412K-61412Q, 2006.
48.
D. A. Hahn, G. Wolz, Y. Sun, J.
Hornegger, F. Sauer, T. Kuwert, and C. Xu, “A Practical Salient Region
Feature based 3D Multi-Modality Registration Method for Medical Images,” Proc. SPIE
Medical Imaging, pp. 61442P-61442Z, 2006.
49.
D. A. Hahn, G. Wolz, Y.
Sun, J. Hornegger, F. Sauer, T. Kuwert, and C. Xu, “Utilizing Salient
Region Features for 3D Multi-Modality Medical Image Registration,”
Bildverarbeitung Für die Medizin (BVM’2006), Hamburg, Germany, Mar, 2006. (Best
Poster 3rd Prize)
50.
A. Azar, C. Xu,
X. Pennec, and N. Ayache, “An Interactive Intensity- and Feature-based
Non-rigid Registration Framework for 3D Medical Images,” Proc. ISBI, Washington
D.C., 2006.
51.
D. Cremers, C. Guetter,
and C. Xu, “Nonparametric Priors on the Space of Joint Intensity
Distributions for Non-Rigid Multi-Modal Image Registration,” Proc. CVPR, New York, 2006.
52.
J. Yang, J. P.
Williams, Y. Sun, R. S. Blum, and C. Xu, “Non-rigid Registration Using
Geometric Features and Local Salient Region Features,” Proc. CVPR, New York,
2006.
53.
M. Rousson and C. Xu,
“A General Framework for Image Segmentation Using Ordered Spatial Dependency,”
Proc. MICCAI, 2006.
54.
R. Liao, C. Guetter, C.
Xu, Y. Sun, A. Khamene, and F. Sauer, “Learning-Based 2D/3D Rigid
Registration Using Jensen-Shannon Divergence for Image-Guided Surgery,” Proc.
MIAR, 2006.
Dissertations
55.
C. Xu, “Parallel Sorting Algorithm and Matrix Inversion
Using Parallel Neural Networks”, B.S. thesis, Department of Computer
Science and Engineering, University of Science and Technology of China, Hefei,
Anhui, P. R. China, May, 1993.
56.
C. Xu, “Deformable Models with Application to Human
Cerebral Cortex Reconstruction from Magnetic Resonance Images”, Ph.D.
dissertation, Department of Electrical Computer Engineering, The Johns
Hopkins University, Baltimore, MD, January, 1999.
Patent and provisional filing
-
Patent Application: “A Novel Circuit Design for Three-way Clinical
Intercom Circuits”, Wei Du and Chenyang Xu, Patent number: 88 2 16191.1,
Patent date: 11/10/1988, PROC.
-
Additional 26 patent applications,
provisional filings have been made between 2001 and 2006 at Siemens Corprate Research.
PhD Dissertation
Committee
1.
Xiao Han, Johns Hopkins University,
Baltimore, MD, USA, advisor: Prof.
Jerry L. Prince, 2003.
2.
Chunming Li, University of Connecticut, Storrs, CT, USA, advisor: Prof. Martin D. Fox, 2005.
PhD Students Supervised
1.
Hari Sundar, University of Pennsylvania, Philadelphia, USA, with Prof. Christos Davatzikos and Prof. Dinggang Shen, since 2/2003.
2.
Christoph Guetter, University of Erlangen, Erlangen, Germany, with Prof. Joachim Horneggar, since 8/2003.
Master (USA) or Diploma (Germany) Thesis Supervised
1.
Stefan Saur, “An optimized algorithm for coronary sinus
segmentation in MSCT datasets”, University of Karlsruhe, Germany, 10/2004 – 7/2005 (co-supervised with Yiyong Sun)
2.
Dieter Hahn, “A practical salient region based hierarchical
method for aligning 3D medical images”, University of Erlangen, Germany,11/2004 – 7/2005, (co-supervised with Yiyong Sun)
3.
Florian Schmidt, “Catheter localization in coronary biplane X-ray
imaging”, University of Erlangen, Germany, 3/2005 – 9/2005 (co-supervised with
Yiyong Sun and Frank Sauer)
Intern Students Supervised
1.
Dejan Tomazevic, University of Ljubljana, Slovenia, summer 1998
(exchange student)
2.
Leon Kos, University of Ljubljana, Slovenia, 9/1999 – 10/1999
(exchange student)
3.
Xiaolei (Sharon) Huang, Rutgers University, USA, 5/2001 – 9/2001 and 5/2003
– 9/2003, sent by Prof. Dimitris
Metaxas
4.
Ning Ling, Yale University, USA, 5/2002 – 9/2002, sent by Prof. James Duncan
5.
Hari Sundar, Rutgers University, USA, 5/2002 – 9/2002
6.
Michael Hoffman, Germany, 2002 (co-supervised with Jens Guehring)
7.
Antoine Azar, École Polytechnique de Montréal, Canada, 1/2003
– 7/2003
8.
Laurent Charlin, École Polytechnique de Montréal, Canada, 9/2003
– 1/2004
9.
Simon Desroches, École Polytechnique de Montréal, Canada,
1/2004 – 7/2004 (co-supervised with Yiyong Sun)
10.
Herve Lombaert, École Polytechnique de Montréal, Canada,
1/2004 – 9/2004 (co-supervised with Yiyong Sun)
11.
Jan Hegner, University of Manheim, Germany, 3/2004 – 9/2004
12.
Pascal Fallavollita, École Polytechnique de Montréal, Canada,
10/2004 – 12/ 2004
13.
Dieter Hahn, University of Erlangen, Germany,11/2004 – 7/2005, sent by Prof. Joachim Hornegger
14.
Stefan Saur, University of Karlsruhe, Germany, 10/2004 – 7/2005
(co-supervised with Yiyong Sun)
15.
Giovanni Palma, Engineering school for Computer Science and Advanced
Techniques (EPITA), France, 2/2005 – 8/2005 (co-supervised with Rui Liao)
16.
Florian Schmidt, University of Erlangen, Germany, 3/2005 – 9/2005
(co-supervised with Yiyong Sun), sent by Prof.
Joachim Hornegger
17.
Ying Bai, Johns Hopkins University, USA, 5/2005 – 8/2005
(co-supervised with Mikael Rousson), sent
by Prof. Jerry Prince
18.
Jinzhong Yang, Lehigh University, USA, 5/2005 – 8/2005 (co-supervised with Jim Williams and
Yiyong Sun), sent by Prof. Rick Blum
19.
Mikael Balda, University of Erlangen, Germany, 11/2005 – 4/2005
(co-supervised with Yiyong Sun), sent by Prof. Joachim Hornegger
20.
Andre Hegerath, RWTH Aachen University, Germany, 4/2005 – 10/2005
(co-supervised with Yiyong Sun and Kazunori Okada)