M.Sc. Stefan Wolf

  • Karlsruher Institut für Technologie – KIT
    Lehrstuhl für Interaktive Echtzeitsysteme (IES)
    Prof. Dr.- Ing. Jürgen Beyerer
    c/o Technologiefabrik
    Haid-und-Neu-Str. 7
    76131 Karlsruhe

Lebenslauf

From 2013 until 2020 Stefan Wolf studied Computer Science with profile Data-Intensive Computing at the Karlsruhe Institute of Technology (KIT). He wrote his master thesis on the topic of “Optimizing Object Detection in Aerial Images for Embedded Devices”. Since 2021 he is working as research assistant at the Vision and Future Laboratory (IES). In close cooperation with the department Video Exploitation Systems (VID) of the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) he researches in the field of detection and classification of objects in images using few-shot learning.

Publications


2021
Double Head Predictor based Few-Shot Object Detection for Aerial Imagery
Wolf, S.; Meier, J.; Sommer, L.; Beyerer, J.
2021. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal, BC, Canada 11th -17th October 2021, 721–731, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICCVW54120.2021.00086
Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU
Cormier, M.; Wolf, S.; Sommer, L.; Schumann, A.; Beyerer, J.
2021. IEEE EUROCON 2021 - 19th International Conference on Smart Technologies, Lviv, Ukraine, 6-8 July 2021, 40–44, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EUROCON52738.2021.9535550