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Research Interests Ø
Computational model for Perception
and Cognition Learning and Memory in Cortical
Networks, Visual Sparse Representation and Coding, Visual Global Feature Analysis;
Object Recognition, Multimodal Computational Model Ø
Computer Vision and Image Retrieval Visual Event Recognition, Selective
Attention, Image Denoising and Image Deblurring, Large Scale Image Retrieval,
Sketch-based Image Search, Human Computer Interaction. Ø
Brain-Computer Interface and Brain
Signal Processing Brain EEG Signal Processing, Evoked
Potential Analysis and Localization, Brain-Computer System Design, EEG
Pattern Recognition, EEG based Person authentication Ø
Statistical Learning and Inference Independent Component Analysis,
Sparse Representation, Tensor Factorization and Analysis, Information
Geometry Research Projects Ø
Mathematical
foundation of Statistical Machine Learning for Big Data, Supported by Basic Research
Program (973 Program) MOST, China, 2015-2019 Ø
Hierarchical Deep
Neural Networks for Spatial-Temporal Data, Supported by the Key Basic
Research Programs of Shanghai Municipality, 2015-2018 Ø
Mobile Rehabilitation
Systems Based on Cognitive Mechanism and Non-invasive Brain Computer
Interaction, Supported by National Science Foundation of China (NSFC),
(2015-2017) Ø
Visual Event Modelling
and Recognition in Dynamic Scene, Supported by National Science Foundation of
China (NSFC), (2013-2016) Ø
Multimodal Bilateral
Brain Computer Interface and Applications, Supported by National Science
Foundation of China (NSFC), (2012-2015) Ø
Brain Computer
Interface and Motor Functional Rehabilitation, Supported by the NSFC-JSPS
International Cooperation Program (
2011—2013) Ø
BCI based Vehicle
Navigation and Control Technology, Supported by National Science Foundation
of China (2010-2012) Ø
Remote ECG Diagnosis
Platform and Applications to Community Hospitals (2012-2013) Ø Image Enhancement and Sketch-based Image Search (2011-2013) |
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