Photo credit: Emilie Orgler

Prof. Dr.-Ing. Margret Keuper

Image Processing

B6, 26, Room B 015

Email: keuper (at) uni-mannheim.de

Phone: +49 621 181 2602

I joined the Data and Web Science Group in April 2017 as a Juniorprofessor. My research interests are Computer Vision and Image Processing. More specifically, I am interested in grouping problems such as

During my PhD with Thomas Brox at the University of Freiburg, I focused on the segmentation in volumetric bio-medical image data.

I am looking for a highly motivated PhD student.

  • Applications that do not include CV, transcripts, and a short (!) cover letter will likely be ignored.
  • We generally do not offer short internships (3 months or less).

Ongoing Research Projects

Video Segmentation from Multiple Representations using Lifted Multicuts - DFG Project KE 2264/1-1

DeToL - Deep Topology Learning - funded by the BMBF (Federal Ministry of Education and Research)

Publications

You can also find a full list of my publications on Google Scholar.

Awards and Nominations

Teaching

At the University of Mannheim, I am teaching the following courses:

Higher Level Computer Vision (CS 646)

Image Processing (CS 647)

Professional Activities

Invited Talks:

  • „Introduction to Computer Vision“ at Female's Favour{IT}e Conference 2018, Feb. 2018.
  • „Probabilistic Graphical Models for Multi-Class Segmentation in Images and Videos“, Colloquiumsvortrag, Institut für Neuroinformatik, Bochum, Sep. 2016.
  • „Segmentation of Neuronal Structures using Multi-Label Level Sets“. In the ISBI-2012 workshop/challenge on Segmentation of neuronal structures in EM stacks organized by Ignacio Arganda-Carreras, Sebastian Seung, Albert Cardona, and Johannes Schindelin, März 2012.

PC Member / Reviewer:

Conferences: ECCV (since 2014), ICCV (since 2015), CVPR (since 2016), ICPR (2016), ACCV (since 2016), BMVC (since 2017), NIPS (2018), GCPR 2018 (meta-reviewer)

Journals: IEEE Transactions for Circuits and Systems for Video Technology - TCSVT (2015), Image and Vision Computing Journal - IMAVIS (2016), IEEE Transactions on Pattern Analysis and Machine Intelligence - TPAMI (2015, 2016, 2017, 2018), IEEE Transactions on Image Processing – TIP (2017, 2018), Pattern Recognition (2017), The Visual Computer Journal (2017), Journal of Electronic Imaging (2016, 2017), Applied Computing and Informatics (2018), Entropy (2017), Computer Vision and Image Understanding (2017)

Other:

Co-organization of the LWDA 2018 conference (Lernen. Wissen. Daten. Analysen) in Mannheim.

Kontakt

Prof. Dr. Margret Keuper

Prof. Dr. Margret Keuper

Juniorprofessor für Computer Vision und Bildverarbeitung
University of Mannheim
Fakultät für Wirtschafts­informatik und Wirtschafts­mathematik
B 6, 26 – Room B 0.15
68159 Mannheim