Current research topics are:

  • Optimization of deep learning frameworks
  • Development of very compact image descriptors
  • Visual sorting of millions of images using self-sorting maps and graphs
  • Visualization and navigation schemes for graph-based image browsing
  • Document segmentation (text/image)
  • Automatic image tagging
  • Image style analysis
  • Image synthesis

Selected Papers: