Sotabase

Career

· Senior Computer Vision Scientist, Amazon2022–
· Director, Computer Vision And Machine Learning, Synaptics Incorporated2018–2022
· Senior Manager, Biometrics Algorithms, Synaptics Incorporated2016–2018
· Computer Vision Algorithm Architect, Synaptics Incorporated2014–2016
· Postdoctoral Researcher, UC Berkeley2013–2014
· Research Intern, Microsoft2012–2012

Publications (19)

HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences
2013 IEEE Conference on Computer Vision and Pattern Recognition · 2013
974
cited
Part-based multiple-person tracking with partial occlusion handling
2012 IEEE Conference on Computer Vision and Pattern Recognition · 2012
370
cited
Simultaneous Video Stabilization and Moving Object Detection in Turbulence
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013
225
cited
Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories
Vision · 2011
186
cited
Human identity recognition in aerial images
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
145
cited
A two-stage reconstruction approach for seeing through water
Computer Vision and Pattern Recognition · 2011
80
cited
Automatic Generation of 3 D Thermal Maps of Building Interiors
2014
18
cited
Horizon constraint for unambiguous UAV navigation in planar scenes
IEEE International Conference on Robotics and Automation · 2011
16
cited
Robust Subspace Estimation Using Low-Rank Optimization
The International Series in Video Computing · 2014
7
cited
Complex event recognition using constrained low-rank representation
Image and Vision Computing · 2015
4
cited
Action Recognition by Motion Trajectory Decomposition
2014
2
cited
Robust Subspace Estimation Using Low-Rank Optimization: Theory and Applications
2014
2
cited
Automatic Computer Detection and Power Estimation in Indoor Environments from Imagery
2015
1
cited
Background and Literature Review
2014
1
cited
Complex Event Recognition Using Constrained Rank Optimization
2014
Extended Derivations for Chapter 4
2014
Face Verification Using Boosted Cross-Image Features
arXiv.org · 2013
Seeing Through Water: Underwater Scene Reconstruction
2014
Simultaneous Turbulence Mitigation and Moving Object Detection
2014
Sotabase
Omar Oreifej | Researcher Profile | Sotabase | Sotabase