Rómer Rosales, Kannan Achan,
and Brendan Frey
Learning to Cluster using Local Neighborhood Structure (pdf|ps)
To
appear in Proc. International Conference on Machine Learning (ICML). Jul
2004.
Rómer Rosales, Kannan Achan,
and Brendan Frey
Unsupervised Image Translation (pdf|ps)
In Proc. International Conference on Computer Vision (ICCV). Oct
2003.
Example
translations
Rómer Rosales, Kannan Achan,
and Brendan Frey
Translating Images by Unsupervised Estimation of Switching Filters (pdf|ps)
In Proc. IEEE Workshop on Statistical Signal Processing (SSP) (invited
paper). Sep 2003.
Rómer Rosales and Stan Sclaroff
Combining generative and discriminative models for inferring articulated body pose from a single image
(AKA The Specialized Mappings) (pdf|ps)
Submitted
(03/03).
Example
applications
Rómer Rosales and Brendan Frey
Learning Generative Models of Affinity Matrices
(pdf|ps)
In Proc. 19th Conference on Uncertainty in Artificial Intelligence (UAI).
Aug 2003.
More
examples on new data (soon)
Rómer Rosales and Stan Sclaroff
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
3D
Body Pose through Virtual Cameras
(or the boring-title version: Estimating 3D Body Pose using
Uncalibrated Cameras)
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
Trajectory
Guided Recognition
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)
To
appear in Computer Vision and Image Understanding (CVIU)
2003.
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
