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Research

Research Areas

Machine Learning and its application, Computer Vision, Human-Computer Interaction, Robotics, Image Processing, Pattern Recognition and Data Mining. I am also interested in Time-Frequency Analysis and its application.

Research Projects

My recent research has focused on driving the Intelligent agents to interact with environment automatically through perception and recognition in real world. It makes the agent to know where it locates at, what kinds of objects it encounters and interact with human through gestures. The agent is also given the knowledge through open set recognition when it encounters an object, person, location or gesture it never sees before.

	*Weak Supervised Generic Object Recognition*
	Feature Selection and Vision Based Location Recognition
	*Open Set Face/Object Recognition using Transduction*
	*Gesture Recognition and Human-Computer Interaction*
	*Motion Estimation using Statistical Learning Theory*
	Image-based Rendering and Modeling
	Micro-Doppler Effect in Radar
	*Cartoon Motion Capture and Re-targeting*

More will be coming soon...