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Rómer E. Rosales, Ph.D.
Postdoctoral Fellow
Probabilistic
and Statistical Inference Group
mailto:romer@psi.toronto.edu
Phone: 416-946-8810
Office: BA 4159
Electrical
and Computer Engineering
University
of Toronto
Toronto, Ontario
Canada
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Research Interests
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Development
of novel machine learning algorithms and architectures. Statistical Inference.
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Probabilistic
data clustering.
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Representation
and probabilistic modelling in computer vision and image processing.
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3D
articulated body pose estimation from monocular image data.
Recent Presentations
Rómer Rosales and Brendan Frey
Presented at NIPS Workshop on Spectral Methods in
Dimensionality Reduction, Clustering, and Classification.
Vancouver, BC, Dec 2002.
Publications
Learning Generative Models of Affinity Matrices
Submitted
(03/03)
Algorithms for Inference in the SMA
In Proc. 5th
IEEE International Conference on Automatic Face and Gesture Recognition
(FG2002). Presented in FG2002, Washington, DC, May 2002.
Rómer Rosales
The Specialized Mappings Architecture with
Applications to Vision-Based Estimation of Articulated Body Pose
Ph.D. Thesis. Jan 2002. (pdf|ps|Abstract)
Rómer Rosales and Stan Sclaroff
Learning Body Pose
Via Specialized Maps
In Proc. Neural Information Processing
Systems NIPS-14, 2002. Presented at NIPS, Vancouver, BC, Dec 2001.
Rómer Rosales, Matheen Siddiqui, Joni
Alon, and Stan Sclaroff
In Proc. IEEE Computer Vision and
Pattern Recognition (CVPR). Presented at CVPR, Kauai, Hawaii, Dec 2001.
Rómer Rosales, Vassilis Athitsos, and
Stan Sclaroff
3D
Hand Pose Reconstruction Using Specialized Mappings
In Proc. IEEE International Conference
on Computer Vision (ICCV). Presented at ICCV, Vancouver, BC, Canada, Jul 2001.
Rómer Rosales and Stan Sclaroff
Specialized Mappings
and the Estimation of Human Body Pose from a Single Image
In Proc. IEEE Workshop on Human Motion (HUMO).
Presented at HUMO, Austin, TX, Dec 2000.
Rómer Rosales and Stan Sclaroff
Inferring Body
Pose without Tracking Body Parts
In Proc. IEEE Computer Vision and
Pattern Recogniton (CVPR). Presented at CVPR, Hilton Head Island, SC, Jun 2000.
Rómer Rosales and Stan Sclaroff
Learning
and Synthesizing Human Body Pose and Motion
In Proc. 4th IEEE
International Conference on Automatic Face and Gesture Recognition (FG2000).
Presented at FG200, Grenoble, France, 2000.
Rómer Rosales and Stan Sclaroff
In Proc. SPIE 99. Presented at SPIE, Boston, MA, 1999.
Rómer Rosales and Stan Sclaroff
A Framework
for Heading-Guided Recognition of Human Activity (pdf| ps)
In Review, 1999
Rómer Rosales and Stan Sclaroff
3D
Trajectory Recovery for Tracking Multiple Objects and Trajectory Guided
Recognition of Actions.
In Proc. IEEE Computer Vision and
Pattern Recognition (CVPR). Presented at CVPR, Fort Collins, CO, 1999
Rómer Rosales
Recognition
of Human Action Using Moment-Based Features.
Boston University Computer Science
Technical Report BU 1998-020, Boston, MA, 1998.
Rómer Rosales and Stan Sclaroff
Improved
Tracking of Multiple Humans with Trajectory Prediction and Occlusion Modeling.
In Proceedings IEEE CVPR Workshop on
the Interpretation of Visual Motion. Presented at CVPR, Santa Barbara, CA, 1998
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