Sotabase

Career

· Research Scientist, Google AI2016–
· Intern, Microsoft Research, Cambridge2015–2015
· Intern, Disney Research2014–2014
· PhD (Dr.-Ing.), Leibniz University of Hannover2011–2016
· PhD Student, Leibniz University of Hannover2011–2016
· Research Student, Fraunhofer ITWM2010–2011
· Master's Degree, Lomonosov Moscow State University2010–

Publications (20)

The Open Images Dataset V4
International Journal of Computer Vision · 2018
1,509
cited
Learning an Image-Based Motion Context for Multiple People Tracking
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2014
284
cited
Real-Time Sign Language Recognition Using a Consumer Depth Camera
2013 IEEE International Conference on Computer Vision Workshops · 2013
139
cited
Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task Types
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021
95
cited
Expanding object detector's Horizon: Incremental learning framework for object detection in videos
Computer Vision and Pattern Recognition · 2015
48
cited
Validation of the Kinect device as a new portable imaging system for three-dimensional breast assessment.
Journal of Plastic, Reconstructive & Aesthetic Surgery · 2014
36
cited
Beyond SOT: Tracking Multiple Generic Objects at Once
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
22
cited
Efficient video annotation with visual interpolation and frame selection guidance
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
21
cited
Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach
AAAI Conference on Artificial Intelligence · 2016
21
cited
On Calibration of a Low-Cost Time-of-Flight Camera
ECCV Workshops · 2014
14
cited
PCA-Enhanced Stochastic Optimization Methods
DAGM/OAGM Symposium · 2012
9
cited
A Statistical Model for Coupled Human Shape and Motion Synthesis
GRAPP/IVAPP · 2016
6
cited
Hand Pose Estimation from a Single RGB-D Image
International Symposium on Visual Computing · 2013
5
cited
Beyond SOT: It's Time to Track Multiple Generic Objects at Once
arXiv.org · 2022
3
cited
SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications
arXiv.org · 2025
2
cited
Multi-target tracking with context from interaction feature strings
2014
1
cited
A Metric Learning Approach for MultiView Object Recognition and Zero-shot Pose Estimation
2015
Hand pose recogniton using a consumer depth camera
2016
Sotabase