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Tom Stepleton's webpage
I'm a Ph.D. student at the Robotics
Institute at Carnegie Mellon.
My research interests include computational and biological vision,
object learning and recognition, unsupervised learning, nonparametric
Bayesian statistics, and information technologies for developing communities.
My advisor is Dr.
Tai Sing Lee. Naturally, this webpage is under development.
NB: Stepleton is pronounced with a long E: the first part sounds like the
Jump to: publications,
Structural Modification for Bayesian Nonparametric Time Series
Models. Ph.D. thesis, CMU-RI-TR-10-16, defended 6 April 2010.
T. Stepleton, Z. Ghahramani, G. Gordon, T.S. Lee,
The Block Diagonal
Infinite Hidden Markov Model". AISTATS 12, 2009.
T.S. Lee, T. Stepleton, B. Potetz, J. Samonds,
Coding of Scene Statistics for Surface and Object Inference". In
Object Categorization: Perspectives from Human and Machine
Vision, edited by S. Dickenson, A. Leonardis, B. Schiele, M. Tarr.
Cambridge University Press, 2008.
N. Kalra, T. Lauwers, D. Dewey, T. Stepleton, M.B. Dias, "Design of
a Braille Writing Tutor to Combat Illiteracy". Information Systems
Frontiers, in press.
A. Stein, T. Stepleton, M. Hebert,
"Towards Unsupervised Whole Object Segmentation: Combining Automated
Matting with Boundary Detection". CVPR 2008.
T. Lauwers, N. Kalra, , D. Dewey, T. Stepleton, M.B. Dias,
Design of a Braille Writing Tutor to Combat Illiteracy". ICTD 2007.
and Evaluating the Power of Shared Features". Workshop on
Empirical Evaluation Methods in Computer Vision, at CVPR 2005.
T. Stepleton, T.S. Lee,
Co-occurrence and Segmentation to Learn Feature-based Object Models
from Video". WACV 2005.
B. Maxwell, N. Fairfield, N. Johnson, P. Malla, P. Dickson, S. Kim,
S. Wojtkowski, T. Stepleton,
Real-Time Vision Module for Interactive Perceptual Agents".
Machine Vision and Applications, 14:72-82, 2003.
Lazines with the Los Task Request System". USENIX LISA 2002.
(Best paper award)
Yes, all of
my code looks like this...
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