Research

Our lab focuses on the following areas:

  • Machine Learning and Computational Intelligence
  • Social Media Analytics and Computer Vision
  • Human-Computer Interaction and Smart Environment

 

Machine Learning and Computational Intelligence

  1. Low-rank coding with b-matching constraint for semi-supervised classification
  2. Generalized Low-Rank Transfer Subspace Learning
  3. Manifold and Subspace Learning
  4. Low-Rank Analytics and Sparse Representation
  5. Learning for Pattern Fusion
  6. Clustering and Semi-Supervised Learning
  7. Graphical Model

 

Social Media Analytics and Computer Vision

  1. Learning Human Interaction by Interactive Phrases
  2. Kinship Recognition
  3. Age Estimation
  4. Gender Recognition
  5. Head Pose Estimation
  6. Affect Analysis
  7. Human Motion Tracking and Understanding

 

Human-Computer Interaction and Smart Environment

  1. M-Face
  2. Humanoid Avatar
  3. Multimodal Human-Avatar Interaction
  4. hMouse