Logos of the MPI Informatik and the Graphics, Vision and Video group Graphics, Vision and Video Group Max Planck Institute for Informatics

Computer Vision and Machine Learning
for Computer Graphics

Seminar – Summer Semester 2020

Organizers: Christian Theobalt, Mohamed Elgharib, Vladislav Golyanik



Organisation  |  Topics  |  Format  |  Format (Detail)  |  Resources


Online Generative Model Personalization for Hand Tracking (SIGGRAPH ASIA, 2017) SFV (SIGGRAPH ASIA, 2018)
Online Generative Model Personalization for Hand Tracking
(SIGGRAPH ASIA, 2017)
SFV: Reinforcement Learning of Physical Skills from Videos
(SIGGRAPH ASIA, 2018)


Overview


Computer Vision strives to develop algorithms for understanding, interpreting and reconstructing information about real-world scenes from image and video data.

Computer Graphics focuses on image synthesis – algorithms to build and edit static and dynamic virtual worlds and to display them in photorealistic or stylised ways.

In recent years, these fields have converged more and more since both disciplines create and exploit models describing the visual appearance of objects and scenes. In this seminar series, we will cover advanced research topics that cross the boundaries between the fields of computer vision and computer graphics. We will concentrate on recent research results that were published at top-tier conferences and journals. This seminar will cover research papers from the following topics:


Topics



The following table lists more topics than available weeks – this is to allow some flexibility for the interests of the group to change the course structure. Once every participant has submitted their choice of topics, this list will be updated to show the presenter of each topic.

Click on each topic to show the papers to be discussed or show all papers.

Topic and Papers Presentation
Presenter:
Erik Johnson
Supervisor:
Presenter:
Kaustubh Sakhalkar
Supervisor:
Presenter:
Danish Shahzad
Supervisor:
Cozzolino et al.
IEEE Transactions on Information Forensics and Security, 2020
Presenter:
Aditya Dhall
Supervisor:
Presenter:
Linjie Lyu
Supervisor:
Sun et al.
SIGGRAPH 2019
Presenter:
Pramod Rao
Supervisor:
Presenter:
Viktor Rudnev
Supervisor:
Kim et al.
SIGGRAPH ASIA, 2019
Presenter:
Julian Hahnel
Supervisor:
Gkioxari et al.
ICCV 2019
Presenter:
Yogesh Singh
Supervisor:
Presenter:
Navami Kairanda
Supervisor:
Kovar et al.
SIGGRAPH, 2002
Neverova et al.
ECCV 2018
Liu et al.
ICCV 2019