People

Matthias Mueller

PhD Students
PhD Student​​​

Research Interests

  • Deep Reinforcement Learning
  • Object Detection and Tracking
  • Robotics (especially unmanned aerial vehicles)
  • Machine learning

Selected Publications

  • Felipe Codevilla, Matthias Müller, Alexey Dosovitskiy, Antonio López, Vladlen Koltun, "End-to-end Driving via Conditional Imitation Learning", International Conference on Robotics and Automation (ICRA 2018)
  • Matthias Mueller, Vincent Casser, Jean Lahoud, Bernard Ghanem, "Sim4CV: A photo-realistic simulator for computer vision applications", International Journal on Computer Vision (IJCV 2018) 
  • Matthias Mueller, Neil Smith, Bernard Ghanem, 
    "Context-Aware Correlation Filter Tracking", 
     
    Conference on Computer Vision and Pattern Recognition (CVPR 2017) [Oral]
  • Matthias Mueller, Neil Smith, Bernard Ghanem, "A Benchmark and Simulator for UAV Tracking", European Conference on Computer Vision (ECCV 2016)
  • Adel Bibi, Matthias Mueller, Bernard Ghanem, "Target Response Adaptation for Correlation Filter Tracking", European Conference on Computer Vision (ECCV 2016)

Education

  • 2016: M.Sc. in Electrical Engineering, King Abdullah University of Science and Technology
  • 2011: B.Sc. in Electrical Engineering and Math Minor, Texas A&M University

Awards

  • President Award
  • Student Employee of the Year
  • Academic Scholarship at Texas A&M
  • Dean’s Honor Roll
  • Distinguished Student​