Research interests
- Image
Processing and Analysis
- Pattern
Recognition
- Clustering
and Classfication
- Sports
Statistics
Publications
Journal Article
-
T.-L. Chen (2014). “On
the Convergence and Consistency of the Blurring Mean-Shift Process” to appear in
Annals of the institute of
Statistical Matheematics.
-
T.-L. Chen, D.-N.
Hsieh, H. Hung, I-P. Tu*, P.-S. Wu, Y.-M. Wu, W.-H. Chang* and S.-Y. Huang
(2014). “γ-SUP:
a clustering algorithm for cryo-electron microscopy images of asymmetric
particles,”
Annals of
Applied Statistics,
8(1): 259-285.
-
T.-L. Chen* and S.
Geman (2014). “Image
warping using radial basis functions,” Journal of Applied Statistics,
41(2): 242-258.
-
T.-L. Chen (2013),
“Optimal
Markov chain Monte Carlo sampling.”
WIREs Comp Stat.
5(5): 341-348.
-
T.-L. Chen* and
C.-R. Hwang. (2013). “Accelerating
reversible Markov chains.”
Statistics & Probability Letters, 83(9): 1956-1962.
-
T.-L. Chen*, W.-K. Chen, C.-R. Hwang and H.-M. Pai (2012).
“On
the optimal transition matrix for MCMC sampling.”
SIAM Journal on Control and
Optimization, 50(5): 2743-2762.
-
T.-L.
Chen and S. Geman* (2008). “On the Minimum Entropy of a Mixture of Unimodal and
Symmetric Distributions,”
IEEE Tran. Information Theory, 54(7): 3166-3174.
- A. Amarasingham,
T.-L. Chen, S. Geman, M. Harrison
and D. Sheinberg (2006). “Spike
Count Reliability and the Poisson Hypothesis,”
The
Journal of Neuroscience 26(3): 801-809.
Conference Proceeding
-
T.-L. Chen*
and S.-Y. Shiu (2011). “Locally
Optimal Sampler.” In JSM
Proceedings, Biometrics Section, Miami Beach, FL; American Statistical
Association, pp. 4757-4762.
-
T.-L. Chen (2009). “A
Markov Random Field Model for Medical Image Denoising,”
The 2nd International Conference on BioMedical Engineering
and Informatics, Tianjin, 2009.
-
T.-L. Chen
(2009). “Image
Segmentation by SUP Clustering Algorithm.”
In JSM Proceedings, Statistical
Computing Section, Washington DC;
American Statistical Association, pp. 4117-4124.
-
T.-L.
Chen* and S.-Y. Shiu (2007). “A New Clustering
Algorithm Based on Self-Updating Process,” In JSM
Proceedings, Statistical Computing Section, Salt Lake City, Utah;
American Statistical Association, pp. 2034-2038.
Technical Report
-
T.-L. Chen and S. Geman (2005).
Notes on Dewarping. Technical report, Mathematical Technologies Inc.
-
A.
Amarasingham,
T.-L. Chen, S. Geman and M.
Harrison (2003). Notes on a Spike Count Variability test. APPTS Report
#03-8, September 2003
Thesis
-
T.-L. Chen (2005). “On the Statistics of Natural Images.” Ph.D. Thesis, Brown University, Providence, RI.
-
T.-L. Chen (1996).
“On
Synchronous Random Field.” M.S. Tesis, National Taiwan University.
Manuscripts in preparation
-
T.-L.
Chen and S.-Y. Shiu. Clustering Based on Self-Updating Processes.
-
T.-L.
Chen and S. Geman. Scale Invariance of Natural Images.
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