Marc Windsheimer

Marc Windsheimer, M.Sc.

Department Elektrotechnik-Elektronik-Informationstechnik (EEI)
Lehrstuhl für Multimediakommunikation und Signalverarbeitung

Room: Room 06.036
Cauerstr. 7
91058 Erlangen
Germany

Research

I am engaged in the development of deep learning methods for image and video coding. The main focus is on machine communication, where the decoded results are evaluated by deep neural networks, e.g. Mask R-CNN. At the same time, however, a human observer should be able to understand the decision of the evaluation network. The goal is to maintain the accuracy of the detection networks while minimizing the required data rate.

Further information can be found at the following link:

https://www.lms.tf.fau.eu/research/fields-of-activity/video-signal-processing-and-transmission/next-generation-video-communications/#collapse_0

Awards

  • : Best Master Thesis Award 2023 (Freunde und Förderer der Erlangener Multimediakommunikation und Signalverarbeitung (EMSig) e.V.) – 2023
  • : Department EEI Master Award (Department Elektrotechnik-Elektronik-Informationstechnik) – 2023

Offered Thesis

Thesis in the area of video coding for object detection

https://www.lms.tf.fau.eu/videocodierung-fuer-neunronale-detektionsnetzwerke/

Publications

2024

2022