Fabian Herzog

Research Assistant

TU Munich

I’m a computer vision researcher and PhD candidate at the Institute for Human-Machine Communication of the Technical University Munich. My research is on multiple person tracking and action recognition in videos.

Interests

Numerical Methods for Computer Vision
Unsupervised Metric Learning
Person Tracking and Re-Identification

Education

M.Sc. in Applied Computer Science / Scientific Computing, 2018

Georg-August-University, Göttingen
B.Sc. in Applied Computer Science / Scientific Computing, 2016

Georg-August-University, Göttingen

Experience

March 2019 – Present

Munich

Research Assistant

Technical University Munich

February 2018 – March 2019

Kassel

Data Scientist

fino digital GmbH

April 2014 – January 2018

Göttingen

Student Assistant

Institute of Computer Science

Teaching

Winter 2019

–

Summer 2019

Human-Machine-Communication II (Exercises)

Open Student Projects

Possible topics:

(Deep) Distance Metric Learning for Person Re-Identification in Tracking
Person Tracking in Videos recorded by Body-Worn Cameras

Be advised that all of my available topics are math and coding heavy. If you want to apply for one of the topics above or if you have an exciting topic for a Bachelor’s or Master’s thesis that relates to my research, please get in touch.

Current Student Projects

Fast and Reliable RPCA for Background Subtraction in Videos
Deep Multimodal Learning for Problem Prediction in Prototype Manufacturing
Multiple Person Tracking in Non-Overlapping Video Streams

Contact

If you have any questions, comments or suggestions, please feel free to contact me. I will get in touch with you as soon as possible.

+49 (0)89 289-28562
Theresienstraße 90, 80333 München, Room N0134
Office hours: Fridays, 10am - 11am or by appointment.
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