Sotabase

Career

· Distinguished Professor, Georgia Institute of Technology2018–
· Senior Research Scientist / Research Director, Google2018–
· Executive Director, Machine Learning Center @ Georgia Tech (ML@GT)2016–
· Senior Associate Dean, Georgia Institute of Technology2014–
· Researcher/Consultant, Google2011–2018
· Adjunct Professor, Carnegie Mellon University2008–2009
· Visiting Researcher, Disney Research2008–2009
· Associate Professor, Georgia Institute of Technology2002–2008
· Assistant Professor, Georgia Institute of Technology1996–2002
· PhD Student, Massachusetts Institute of Technology1995–
· Research Scholar/Scientist, Massachusetts Institute of Technology1994–1996
· S.M. (Master of Science), Massachusetts Institute of Technology1990–
· Researcher, Thinking Machines Corporation1990–
· B.S. (Bachelor of Science), Illinois Institute of Technology1988–
· Research Assistant, Massachusetts Institute of Technology1988–1994

Publications (0)

Graphcut textures: image and video synthesis using graph cuts
ACM Transactions on Graphics · 2003
1,707
cited
The Aware Home: A Living Laboratory for Ubiquitous Computing Research
Cooperative Buildings · 1999
1,233
cited
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , VOL . ? , NO . ? , ? 2007 1 Image Stitching Using Structure Deformation
2007
951
cited
One-Shot Learning for Semantic Segmentation
British Machine Vision Conference · 2017
834
cited
Efficient hierarchical graph-based video segmentation
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
772
cited
Texture optimization for example-based synthesis
ACM Transactions on Graphics · 2005
767
cited
Video textures
International Conference on Computer Graphics and Interactive Techniques · 2000
657
cited
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames
International Conference on Learning Representations · 2019
562
cited
Auto-directed video stabilization with robust L1 optimal camera paths
Computer Vision and Pattern Recognition · 2011
381
cited
Exploiting human actions and object context for recognition tasks
Proceedings of the Seventh IEEE International Conference on Computer Vision · 1999
331
cited
A practical approach for recognizing eating moments with wrist-mounted inertial sensing
Ubiquitous Computing · 2015
304
cited
Facial expression recognition using a dynamic model and motion energy
Proceedings of IEEE International Conference on Computer Vision · 1995
291
cited
Image and video based painterly animation
International Symposium on Non-Photorealistic Animation and Rendering · 2004
287
cited
Increasing the opportunities for aging in place
Conference on Universal Usability · 2000
277
cited
Motion regularization for model-based head tracking
Proceedings of 13th International Conference on Pattern Recognition · 1996
241
cited
Ubiquitous sensing for smart and aware environments
IEEE wireless communications · 2000
239
cited
Audio Visual Scene-Aware Dialog
Computer Vision and Pattern Recognition · 2019
214
cited
Detecting and tracking eyes by using their physiological properties, dynamics, and appearance
Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662) · 2000
212
cited
A vision system for observing and extracting facial action parameters
1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition · 1994
202
cited
Recognizing multitasked activities from video using stochastic context-free grammar
AAAI/IAAI · 2002
202
cited
Sotabase