Sotabase

Career

· Senior Staff Research Scientist And Manager, Google DeepMind2025–
· Senior Staff Research Scientist And Manager, Google2024–2025
· Adjunct Professor, University of Utah2021–2025
· Staff Research Scientist And Manager, Google2020–2024
· Staff Research Scientist, Google2019–2019
· Associate Professor, University of Utah2017–2019
· Senior Principal Research Scientist, Mitsubishi Electric Research Laboratories2014–2016
· Principal Research Scientist, Mitsubishi Electric Research Laboratories2011–2014
· Research Scientist, Mitsubishi Electric Research Laboratories2008–2010
· Research Intern, Microsoft Research2006–2006
· Research Associate, Oxford Brookes University2006–2008

Publications (122)

Entropy rate superpixel segmentation
Computer Vision and Pattern Recognition · 2011
1,020
cited
Rethinking FID: Towards a Better Evaluation Metric for Image Generation
Computer Vision and Pattern Recognition · 2023
290
cited
CASENet: Deep Category-Aware Semantic Edge Detection
Computer Vision and Pattern Recognition · 2017
289
cited
Bounding and Counting Linear Regions of Deep Neural Networks
International Conference on Machine Learning · 2017
276
cited
3DRegNet: A Deep Neural Network for 3D Point Registration
Computer Vision and Pattern Recognition · 2019
262
cited
Camera Models and Fundamental Concepts Used in Geometric Computer Vision
Foundations and Trends in Computer Graphics and Vision · 2011
251
cited
Point-plane SLAM for hand-held 3D sensors
IEEE International Conference on Robotics and Automation · 2013
233
cited
A Generic Concept for Camera Calibration
European Conference on Computer Vision · 2004
221
cited
A theory of multi-layer flat refractive geometry
2012 IEEE Conference on Computer Vision and Pattern Recognition · 2012
220
cited
Randomized trees for human pose detection
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
188
cited
Voting-based pose estimation for robotic assembly using a 3D sensor
IEEE International Conference on Robotics and Automation · 2012
174
cited
Entropy-Rate Clustering: Cluster Analysis via Maximizing a Submodular Function Subject to a Matroid Constraint
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
113
cited
Exact inference in multi-label CRFs with higher order cliques
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
104
cited
Towards complete generic camera calibration
Computer Vision and Pattern Recognition · 2005
91
cited
Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold
International Conference on Machine Learning · 2021
88
cited
Simultaneous Edge Alignment and Learning
European Conference on Computer Vision · 2018
88
cited
SKYLINE2GPS: Localization in urban canyons using omni-skylines
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems · 2010
87
cited
A Unifying Model for Camera Calibration
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017
84
cited
Pose estimation using both points and lines for geo-localization
IEEE International Conference on Robotics and Automation · 2011
77
cited
A generic structure-from-motion framework
Computer Vision and Image Understanding · 2006
71
cited
Sotabase
Srikumar Ramalingam | Researcher Profile | Sotabase | Sotabase