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Research overview

Computer Vision/Image Processing

  • Multi-frame blind deconvolution and super-resolution
  • Camera shake removal
  • Optical aberration removal
  • Miscellaneous deconvolution
  • Image denoising

Machine Learning

  • Linear and nonlinear ICA
  • Deep learning
  • Reinforcement learning

Applications

  • Image analysis in cosmology
  • Earth system science/Ecoinformatics
  • Phase retrieval
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