基本信息
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职业迁徙
个人简介
2009 – present Vecna Robotics, Cambridge, USA
Senior Research Scientist, R&D computer vision & autonomous robotics
¨ Research supervision, project management, grant proposal writing
¨ Projects:
· Manipulation (object detection, 3D pose estimation)
· Human-machine interaction (human pose estimation, gesture recognition)
· Navigation (SLAM, visual odometry, scene recognition)
· Sensor fusion (multimodal fusion, auto-calibration)
Additional affiliations:
- MIT Media Lab (Prof. Cynthia Breazeal), project advisor in machine vision
- MIT CSAIL (Prof. Randy Davis), research affiliate
2008 – 2009 Toyota Research Institute, Cambridge, USA
Principal Research Scientist, R&D automotive safety applications
¨ Research in computer vision and machine learning
¨ Project management (2 engineers), technical advisor
2002 – 2008 MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA
Research scientist in computer vision, human-machine interaction (with Prof. Trevor Darrell)
¨ Research in real-time human pose estimation and gesture recognition:
- Computer vision: markerless motion capture, tracking, object recognition and scene understanding, affective computing, multiview geometry, stereo
- Machine learning: temporal event classification, gesture recognition
- Multimodal interfaces (gesture & speech), ubiquitous computing
¨ Major supervised projects:
· Interactive Wall: Real-time 3D gesture-speech interface system
· CALO (Darpa): gaze and gesture analysis for meeting understanding
· Spaulding: gait analysis for biomedical applications
· Ford: facial expression recognition for communication-error detection
· EStereo: real-time stereo C++/SSE library (open source, SourceForge)
Demonstrations can be viewed at: http://people.csail.mit.edu/demirdji/
2001 – 2009 Consulting services in real-time computer vision, human-machine interaction: Newt Global (Irving, TX), Energid (Cambridge, MA) , Lensar (Orlando, FL), Mirclair (Boston, MA), Scalable Displays (Cambridge, MA)
2000 – 2002 MIT Artificial Intelligence Laboratory, Cambridge, USA
Postdoctoral researcher in Vision Interface Group (Prof. Trevor Darrell)
Research and software development on smart environments and perceptual user interfaces
研究兴趣
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