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 MeanShift Process” to appear in
Annals of the institute of
Statistical Matheematics.

T.L. Chen, D.N.
Hsieh, H. Hung, IP. Tu*, P.S. Wu, Y.M. Wu, W.H. Chang* and S.Y. Huang
(2014). “γSUP:
a clustering algorithm for cryoelectron microscopy images of asymmetric
particles,”
Annals of
Applied Statistics,
8(1): 259285.

T.L. Chen* and S.
Geman (2014). “Image
warping using radial basis functions,” Journal of Applied Statistics,
41(2): 242258.

T.L. Chen (2013),
“Optimal
Markov chain Monte Carlo sampling.”
WIREs Comp Stat.
5(5): 341348.

T.L. Chen* and
C.R. Hwang. (2013). “Accelerating
reversible Markov chains.”
Statistics & Probability Letters, 83(9): 19561962.

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): 27432762.

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): 31663174.
 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): 801809.
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. 47574762.

T.L. Chen (2009). “A
Markov Random Field Model for Medical Image Denoising,”
The 2^{nd} 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. 41174124.

T.L.
Chen* and S.Y. Shiu (2007). “A New Clustering
Algorithm Based on SelfUpdating Process,” In JSM
Proceedings, Statistical Computing Section, Salt Lake City, Utah;
American Statistical Association, pp. 20342038.
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
#038, 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 SelfUpdating Processes.

T.L.
Chen and S. Geman. Scale Invariance of Natural Images.
