Research
© Ana-Maria Cretu 2019
Ana-Maria Cretu
Main Research Directions:
Human-machine interfaces
•
Natural human-machine interaction
•
Virtual reality environments
Collaboration with Cyberpsychology lab,
UQO and The Royal Institute of Mental
Health Research, University of Ottawa.
Multisensory acquisition & modeling
of 3D objects
•
Multisensory 3D data acquisition,
representation and integration
•
Automated selective sensing and
modeling
•
Deformable object modeling
•
Interaction with 3D objects
Collaboration with National Research
Council of Canada.
UQO and The Royal Institute of Mental
Health Research, University of Ottawa.
Multisensory acquisition & modeling
of 3D objects
•
Multisensory 3D data acquisition,
representation and integration
•
Automated selective sensing and
modeling
•
Deformable object modeling
•
Interaction with 3D objects
Collaboration with National Research
Council of Canada.
AI in computer vision
• 2D/3D scene understanding • 3D saliency • Object detection and recognition Collaborations with Neptec, Scintrex Trace, PCI
Geomatics.
AI in engineering applications
• Multisensory data acquisition and fusion • AI for autonomous systems • Mission planning • Robot grasping/ manipulation • Wastewater treatment plant control • Modeling of PV panels in cold conditions Collaborations with Larus Technologies, and
Noetix Research.
Business data analytics
• Traffic accident prediction • Traffic data mining Collaborations with the IBM Center of
Analytics and Business Performance of
the University of Ottawa, Ottawa Police
Service.
Health care data analytics
• Motion capture and quantification • Modeling and sensor data fusion
for human activity monitoring
•
Analysis of activities of daily living
for elderly people
Collaboration with Aerial Technologies
and Bruyere hospital, and with the Piano
Pedagogy Lab of the School of Music,
University of Ottawa.
