Dr. rer. nat. Oliver Mothes
Oliver Mothes
Address: Friedrich-Schiller-Universität Jena
Institut für Informatik
Kompetenzzentrum Digitale Forschung, PF 56
07743 Jena
E-mail: oliver (dot) mothes (at) tzlr (dot) de
Links: TZLR, Zedif, LinkedIn, XING
Curriculum Vitae
  • since 2020: Transfer Coordinator Science of the Thuringian Center of Learning Systems and Robotics (TZLR)
  • 2015-2021: Research Associate in the Computer Vision Group Jena
  • 2014: Master Thesis “Imitation menschlicher Bewegungen durch humanoide Roboter” (“Imitation of human movements by humanoid robots”)
  • 2012: Study Research Project “Visualisierung der Phasenumwandlung von Bariumtitanat unter Verwendung von Dipolmomentvektor-Quantisierung” (“Visualization of Barium Titanat Phase Transition using Quantization of Dipole Moment Vectors”)
  • 2011: Bachelor Thesis “Anwendung und Auswertung von Applikaitonen für Eye-Tracking-Systeme” (“Usability and evaluation of applications of eye tracking systems”)
  • 2007-2014: Studies in Network Computing at Freiberg University of Mining and Technology with specialization in computer vision and virtual reality
Projects
Research Interests
  • Deep Learning
  • Facial Expression Analysis
  • 4D Facial Analysis
  • Multi Object Tracking
Publications
2023
Der zeitliche Verlauf des emotionalen menschlichen Gesichtsausdruckes - die Entwicklung eines künstliche Intelligenz basierten Paradigmas zur Quantifizierung
Lena Mers and Oliver Mothes and Joachim Denzler and Orlando Guntinas-Lichius and Christian Dobel.
94. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie e.V., Bonn. 2023.
[bibtex]
2022
Limb, Joint and Pelvic Kinematic Control in the Quail Coping with Steps Upwards and Downwards
Emanuel Andrada and Oliver Mothes and Heiko Stark and Matthew C. Tresch and Joachim Denzler and Martin S. Fischer and Reinhard Blickhan.
Scientific Reports. 12 (1) : pp. 15901. 2022.
[bibtex] [pdf] [web] [abstract]
ZeTT-RADAR-Sonderveröffentlichung - Hotspots und weiße Flecken Künstlicher Intelligenz
Thomas Engel and Nóra Fülöp and Oliver Mothes and Christian Schädlich .
ZeTT-RADAR-Sonderveröffentlichung. 2022.
[bibtex] [pdf] [web]
2021
Uncovering Stability Princicples of Avian Bipedal Uneven Locomotion
Emanuel Andrada and Oliver Mothes and Dirk Arnold and Joachim Denzler and Martin S. Fischer and Reinhard Blickhan.
26th Congress of the European Society of Biomechanics (ESB). 2021.
[bibtex]
2020
Automatic and Objective Facial Palsy Grading Index Prediction using Deep Feature Regression
Anish Raj and Oliver Mothes and Sven Sickert and Gerd F. Volk and Orlando Guntinas-Lichius and Joachim Denzler.
Annual Conference on Medical Image Understanding and Analysis (MIUA). Pages 253-266. 2020.
[bibtex] [web] [abstract]
Functional outcome and quality of life after hypoglossal-facial jump nerve suture
Gerd F. Volk and Maren Geitner and Katharina Geißler and Jovanna Thielker and Ashraf Raslan and Oliver Mothes and Christian Dobel and Orlando Guntinas-Lichius.
Frontiers Surgery - Otorhinolaryngology - Head and Neck Surgery. 2020.
[bibtex] [abstract]
2019
Long-term home-based Surface Electrostimulation is useful to prevent atrophy in denervated Facial Muscles
Gerd F. Volk and Martin Thümmel and Oliver Mothes and Dirk Arnold and Jovanna Thielker and Joachim Denzler and Valeria Mastryukova and Winfried Mayr and Orlando Guntinas-Lichius.
Vienna Workshop on Functional Electrical Stimulation (FESWS). 2019.
[bibtex] [pdf] [abstract]
One-Shot Learned Priors in Augmented Active Appearance Models for Anatomical Landmark Tracking
Oliver Mothes and Joachim Denzler.
Computer Vision, Imaging and Computer Graphics -- Theory and Applications. Pages 85-104. 2019.
[bibtex] [abstract]
Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents
Oliver Mothes and Joachim Denzler.
arXiv preprint arXiv:1908.04027. 2019.
[bibtex] [pdf] [abstract]
Automated objective and marker-free facial grading using photographs of patients with facial palsy.
Oliver Mothes and Luise Modersohn and Gerd F. Volk and Carsten Klingner and Otto W. Witte and Peter Schlattmann and Joachim Denzler and Orlando Guntinas-Lichius.
European Archives of Oto-Rhino-Laryngology. 2019.
[bibtex] [pdf]
Machine Learning based Classification of Facial Palsies using Standard Still Photografies
Orlando Guntinas-Lichius and Oliver Mothes and Gerd F. Volk and Carsten M. Klingner and Otto W. Witte and Peter Schlattmann and Joachim Denzler.
Laryngo-Rhino-Otologie. 98 (S02) : pp. 360. 2019.
[bibtex] [web]
2018
Active Learning for Regression Tasks with Expected Model Output Changes
Christoph Käding and Erik Rodner and Alexander Freytag and Oliver Mothes and Björn Barz and Joachim Denzler.
British Machine Vision Conference (BMVC). 2018.
[bibtex] [pdf] [supplementary] [abstract]
Facial motor and non-motor disabilities in patients with central facial paresis: a prospective cohort study
Gerd F. Volk and Anika Steinerstauch and Annegret Lorenz and Luise Modersohn and Oliver Mothes and Joachim Denzler and Carsten M. Klingner and Farsin Hamzei and Orlando Guntinas-Lichius.
Journal of Neurology. 2018.
[bibtex]
Multi-view Anatomical Animal Landmark Localization using Deep Feature Regression
Oliver Mothes and Joachim Denzler.
ICPR Workshop on Visual Observation and Analysis of Vertebrate And Insect Behavior (ICPR-WS). 2018.
[bibtex]
2017
Visual Fish Tracking: Combining a Two-Stage Graph Approach with CNN-Features
Jonas Jäger and Oliver Mothes and Viviane Wolff and Klaus Fricke-Neuderth and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017.
[bibtex] [pdf] [web]
Anatomical Landmark Tracking by One-shot Learned Priors for Augmented Active Appearance Models
Oliver Mothes and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 246-254. 2017.
[bibtex] [pdf] [web]
2012
Visualization of Barium Titanate Phase Transition using Quantization of Dipole Moment Vectors
Henry Lehmann and Patrick Heyne and Oliver Mothes and Heiko Müller and Tim Smyth and Erik Berger and Katja Fiedler and David Vogt and Bernhard Jung.
Electronic Proceedings IEEE VisWeek. 2012. Third Place Award IEEE SciVis Contest 2012
[bibtex] [pdf] [abstract]