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Bin Dong Assistant Professor, Department of Mathematics, The University
of Arizona Member, Program in Applied Mathematics,
The University of Arizona 617 N.
Santa Rita Ave. Tucson,
AZ, 85721-0089 Office: 717; Phone: 520-621-2559 |
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Education
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Ph.D., Mathematics,
UCLA, USA, 2009.
Advisor: Professor Stanley Osher.
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M.S., Mathematics,
NUS, Singapore, 2005.
Advisor: Professor Zuowei Shen.
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B.S., Mathematics,
Peking University, China, 2003.
Research Interests
1. Wavelets and
Wavelet Frames.
2. Variational/Optimization
Problems (e.g. L1/L0 Minimizations and Compressed Sensing).
3. Inverse Problems
and (Medical) Imaging.
4. Image Processing
and Analysis.
For
more details, see my CV.
Publications
Under
Review
1. Bin Dong, Yan Jiang
Graves, Xun Jia and Steve
B. Jiang, Optimal
Surface Marker Locations for Tumor Motion Estimation in Lung Cancer Radiotherapy,
submitted, April 2012.
Appeared or Accepted
1. Jian Ye, Igor Yanovsky, Bin Dong, Rima Gandlin, Achi
Brandt and Stanley Osher, Multigrid
narrow band surface reconstruction via level set functions, 8th
International Symposium on Visual Computing (ISVC), July 16-18, 2012, Greece.
2. Bin Dong and Yong
Zhang, An efficient algorithm for l0
minimization in wavelet frame based image restoration, accepted by Journal of
Scientific Computing, April 2012.
3. Jian-Feng Cai, Bin Dong, Stanley Osher and Zuowei Shen, Image restoration: total variation; wavelet
frames; and beyond, accepted by Journal of American Mathematical Society,
April 2012.
4. Bin Dong and Zuowei Shen, MRA-based wavelet frames and applications:
image segmentation and surface reconstruction (survey paper for SPIE Defense,
Security, and Sensing), 2012.
5. Bin Dong, Jia Li and Zuowei Shen, X-ray CT
image reconstruction via wavelet frame based regularization and Radon domain
inpainting, accepted by Journal of Scientific Computing, Feb 2012.
6. Yong Zhang, Bin
Dong and Zhaosong Lu, l0 minimization of wavelet frame
based image restoration, accepted by Mathematics of Computation, 2011.
7. Bin Dong and Zuowei Shen, MRA-based wavelet frames and
applications, IAS Lecture Notes Series, 2010 Summer Program on "The
Mathematics of Image Processing", Park City Mathematics Institute,
expected to appear in 2012 (manuscript revised on Sep 28, 2011).
8. Bin Dong, Hui Ji, Jia
Li, Zuowei Shen and Yuhong Xu, Wavelet frame based blind image
inpainting, Applied and Computational Harmonic
Analysis, 32(2), 268-279, 2011.
9. Bin Dong and Zuowei Shen, Wavelet frame based surface
reconstruction from unorganized points, Journal of Computational Physics, 230(22), 8247-8255, 2011.
10. Xun Jia, Bin Dong, Yifei Lou and
Steve B. Jiang, GPU-based iterative cone beam CT
reconstruction using tight frame regularization, Physics in Medicine
and Biology, 56, 3787-3807 2011.
11. Aichi Chien, James Sayre, Bin Dong, Jian
Ye and Fernando Vinuela, 3D
Quantitative Evaluation of Atherosclerotic Plaque based on Rotational
Angiography, American Journal of Neuroradiology, 32, 1249-1254, 2011
12. Zhen Tian, Xun Jia,
Bin Dong, Yifei Lou and Steve B. Jiang, Low-dose 4DCT reconstruction via
temporal nonlocal means, Medical Physics, 38(3), March 2011.
13. Daren Lee, Ivo Dinov, Bin Dong, Boris Gutman, Igor Yanovsky and Arthur
W. Toga, CUDA Optimization
strategies for compute- and memory-bound neuroimaging
algorithms, Computer
Methods and Programs in Biomedicine, Elsevier, 2010.
14. Bin Dong, Aichi Chien and Zuowei Shen, Frame
based segmentation for medical images, Communications in Mathematical
Sciences, 9(2), 551-559, 2010
15. Xun Jia, Yifei Lou, Bin Dong, Zhen Tian and Steve Jiang, 4D
computed tomography reconstruction from few-projection data via temporal
non-local regularization, MICCAI 2010, Beijing, China, Sep 20-24, 2010.
16. Yu Mao, Bin Dong
and Stanley Osher, A nonlinear PDE-based method for sparse
deconvolution, Multiscale Modeling and
Simulation: A SIAM Interdisciplinary Journal, 8(3), 965-976, 2010.
17. Bin Dong, Aichi Chien, Zuowei Shen
and Stanley Osher, A new multiscale
representation for shapes and its application to blood vessel recovery,
SIAM Journal on Scientific Computing, 32(4),
1724-1739, 2010.
18. Bin Dong, Aichi Chien, Yu Mao, Jian Ye, Fernando Vinuela and Stanley Osher, Level set based brain aneurysm
capturing in 3D, Inverse Problems and Imaging (special issue in medical
image analysis), 4(2), 241-255,
2010.
19. Bin Dong, Nira Dyn and Kai Hormann, Properties
of dual pseudo-splines, Applied and Computational Harmonic Analysis, 29(1), 104-110, 2010.
20. Stanley Osher, Yu Mao, Bin Dong and Wotao
Yin, Fast linearized Bregman
iterations for compressive sensing and sparse denoising, Communications in
Mathematical Sciences, 8(1), 93-111,
2010.
21. Bin Dong, Eric Savitsky and Stanley Osher, A novel method for enhanced needle
localization using ultrasound-guidance, Advances in Visual Computing: Part
I, 914-923, 2009 (5th International
Symposium on Visual Computing, ISVC 2009, Las Vegas, Nevada, USA).
22. Bin Dong, Yu Mao, Ivo D. Dinov, Zhuowen
Tu, Yonggang Shi, Yalin Wang and Arthur W. Toga, Wavelet-based representation of
biological shapes, Advances in Visual Computing: Part I, 955-964, ISVC 2009
(5th International Symposium on Visual
Computing, ISVC 2009, Las Vegas, Nevada, USA).
23. Bin Dong, Aichi Chien,
Yu Mao, Jian Ye and Stanley Osher,
Level set based surface capturing in 3D
medical images, MICCAI 2008, 162-169, 2008.
24. Bin Dong, Jian Ye,
Stanley Osher and Ivo Dinov, Level
set based nonlocal surface restoration, Multiscale
Modeling and Simulation: A SIAM Interdisciplinary Journal, Vol. 7(2), 589-598, 2008.
25. Bin Dong and Zuowei Shen, Pseudo-splines,
wavelets and framelets, Applied and Computational Harmonic Analysis, 22, 78-104, 2007.
26. Bin Dong and Zuowei Shen, Linear
independence of pseudo-splines, Proceedings of American Mathematical
Society, 134, 2685-2694, 2006.
27. Bin Dong and Zuowei Shen, Construction
of biorthogonal wavelets from pseudo-splines,
Journal of Approximation Theory, Vol. 138 (2), 211-231, 2006.
Other
Publications
1. Bin Dong, The implicit representation of
biological shapes and forms, Biomedical
Computation Review (issue: Spring 2009), Published by Simbios,
the NIH National Center for Physics-Based Simulation of Biological Structures,
2009.
2. Bin Dong, Applications of Variational Models and
Partial Differential Equations in Medical Image and Surface Processing, PhD
Thesis, UCLA, 2009.
3. Bin
Dong, Pseudo-splines,
Wavelets and Framelets, M.S. Thesis, National University of Singapore,
2005.
► Search my papers and
citations via Google
Scholar
Teaching
Current: MATH 322:
Mathematical Analysis for Engineers. Spring Semester, 2012
Upcoming: MATH 575A:
Numerical Analysis. Fall Semester, 2012.
Hobbies:
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Sports and Outdoors: Basketball, Hiking.
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PC Games: Baldur’s Gate, Neverwinter Nights, The Witcher, Heroes Might and
Magic (3&5 are really good), Diablo (have placed an order for Diablo III on
Amazon).
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Others: Watching TV (current favorite TVs: The Walking Dead, Breaking Bad, Dextor, South Park)
Last
updated: March 2012.