• Computer Vision
• Digital Fabrication
• Machine Learning

Publications of Denis Sumin

• OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features
  Anton Osokin, Denis Sumin, Vasily Lomakin
  In proceedings of the European Conference on Computer Vision (ECCV), 2020.
  Paper and supplementary, Code and data
• Geometry-Aware Scattering Compensation for 3D Printing
  Denis Sumin*, Tobias Rittig*, Vahid Babaei, Thomas Nindel, Alexander Wilkie, Piotr Didyk, Bernd Bickel, Jaroslav Křivánek, Karol Myszkowski, Tim Weyrich * Denis Sumin and Tobias Rittig share the first authorship of this work
  ACM Transactions on Graphics 38(4) (Proceedings of SIGGRAPH 2019, Los Angeles, USA).
  Paper, Supplemental materials
• Scattering-aware Texture Reproduction for 3D Printing
  Oskar Elek*, Denis Sumin*, Ran Zhang, Tim Weyrich, Karol Myszkowski, Bernd Bickel, Alexander Wilkie, Jaroslav Křivánek * Oskar Elek and Denis Sumin share the first authorship of this work
  ACM Transactions on Graphics 36(6) (Proceedings of SIGGRAPH Asia 2017, Bangkok, Thailand).
  Paper, Supplemental materials, Project Page
• Towards a Quality Metric for Dense Light Fields
  Vamsi Kiran Adhikarla, Marek Vinkler, Denis Sumin, Rafal Mantiuk, Karol Myszkowski, Hans-Peter Seidel, Piotr Didyk
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, Hawaii.
  Paper, Supplemental materials, Lightfield dataset, Project Page
• Methodology for stereoscopic motion-picture quality assessment
  Alexander Voronov, Dmitriy Vatolin, Denis Sumin, Vyacheslav Napadovsky, Alexey Borisov
  Proceedings of the Stereoscopic Displays and Applications XXIV conference, 8648, 864810, SPIE, (2013, Burlingame, CA, United states).
• Towards automatic stereo-video quality assessment and detection of color and sharpness mismatch
  Alexander Voronov, Dmitriy Vatolin, Denis Sumin, Vyacheslav Napadovskiy, Alexey Borisov
  Proceedings of the IEEE International Conference on 3D Imaging (IC3D) 2012, pp. 1–6.

• January 2016—present:
  Ph. D. student in Computer Science at the Universität des Saarlandes, Saarbrücken, Germany and the Max-Planck-Institut für Informatik
  
  
• September 2008—July 2013:
  Studies in Computer Science at the Moscow State University, the Graphics and Media Lab
  Title of Specialist's (equivalent to Master) Thesis: Optical flow application to three-dimensional video creation and analysis (supervisor: Dr. Dmitriy Vatolin).
• June 2008:
  Abitur at Lyceum 1533 (of Information technology), Moscow, Russia