CV
General Information
Full Name | Tao XU |
xutao@nwpu.edu.cn | |
Address | Northwestern Polytechnical University, School of Software |
ACADEMIC POSITIONS
- 2018 - now
Assoiate Professor
Northwestern Polytechnical University, School of Software
- 2017 - 2018
Visiting scholar
Rensselaer Polytechnic Institute && Augusta Univ(USA),Center for Biotechnology and Interdisciplinary Research
- 2015 - 2015
Visiting Scientist
National ICT Australia, Machine Learning Research Group
- 2015 - 2018
Lecturer
Northwestern Polytechnical University, School of Software
Education
- 2009 - 2013
PhD. in Computer Science
Ecole Centrale de Lyon (France)
- Laboratoire d'InfoRmatique en Image et Systèmes d'information
- 2006 - 2009
M.E. in Software Engineering
Xi’an Jiaotong University
- Institution of Artificial Intelligence and Robotic
- 2002 - 2006
B.E. in Automation
Xi’an Jiaotong University
RESEARCH INTERESTS
-
Ubiquitous Computing, signal processing, deep learning methods and their applications particularly in
- Heath care in Ambient Intelligent including fall prediction and detection, activity recognition, abnormal detection, etc.
- EEG data analysis and BCI design including emotion detection, confusion detection, etc.
- MRI image processing including image encoding and reconstruction by deep learning.
GRANTS
-
Fund of National Natural Science Foundation of China (PI)
Research of Stay-At-Home Elders Fall Prediction Based on Human Biomechanics Equilibrium and Skeleton Joints Data.
-
Open fund of State Key Laboratory (PI)
Research on Key Techniques of Perception Abnormal Behavior of Elderly Based on Intelligent Home Robots.
-
Fund of National Natural Science Foundation of Shaanxi
Research on non-contact multi-sensor fall prediction of the elderly based on the relationship between human posture estimation and balance
TEACHING EXPERIENCE
-
Deep Learning in Python
Undergraduate Course
-
Cloud Computing
Graduate Course