Amirhossein Kardoost

Amirhossein Kardoost is a current Ph.D. student and researcher in the Data and Web Science Group at the University of Mannheim, supervised by Prof. Dr.-Ing. Margret Keuper. His work focuses on Computer Vision, Machine Learning, and Image Processing, with specific interests in Image and Video Segmentation and Alignment of Electron Microscopy Images.

• Education
  • Ph.D. in Computer Science (2017–present), University of Mannheim
  • M.Sc. in Computer Science (2013–2017), Saarland University
  • B.Eng. in Information Technology (2008–2012), Institute for Advanced Studies in Basic Sciences (IASBS)
• Research Contributions
  • Developed novel solutions for Minimum Cost Lifted Multicut Problems in computer vision
  • Advanced Self-supervised Motion Segmentation techniques
  • Explored Video Segmentation and Tracking using generic cues
  • Applied Graph Partitioning in multiple person tracking
• Publications
  • Published in top-tier conferences: ACCV 2018, ICPR 2020, ACCV 2020 (2 papers)
  • Collaborated with researchers like Kalun Ho, Peter Ochs, and Janis Keuper
  • Focus areas: Segmentation Algorithms, Multicut Optimization, Motion Analysis