Research Interests

Our research mainly focuses on artificial intelligence, machine learning and their applications such as image/object recognition and understanding, image super-resolution, medical image analysis, hyperspectral image analysis and so on. For learning the inherent representation and hidden regularity from huge collections of data, we aim to develop advanced machine learning and perception technique via imitating the hierarchical model of vision processing in human being’s brain. The main reserach concept is shown in left Figure.

Research Frameworks



Several Research Topics

  1. Machine learning (Sparse Model, Tensor Analysis, Deap Learning)
  3. Image Recognition and Understand
  5. Image Restoration and Super-resolution
  7. Compter Aided Diagonosis System
  9. Remote Sensing Image Analysis
  11. Hyper-spectral Image Analysis