Michael Dietz M.Sc.

Research Associate
Chair for Human-Centered Artificial Intelligence
Phone: +49 821 598 - 2338
Fax: +49 821 598 - 2349
Room: 2022 (N)
Address: Universitätsstraße 6a, 86159 Augsburg

Research interests

  • Human Computer Interaction
  • Mobile Assistive Systems
  • Signal Processing
  • Machine Learning
  • Eye Tracking
  • Mobile and Wearable Devices


SSJ: Social Signal Processing for Android




2021 | 2020 | 2019 | 2018 | 2017 | 2016


Silvan Mertes, Florian Lingenfelser, Thomas Kiderle, Michael Dietz, Lama Diab and Elisabeth André. 2021. Continuous emotions: exploring label interpolation in conditional generative adversarial networks for face generation. DOI: 10.5220/0010549401320139
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Dominik Schiller, Tobias Huber, Michael Dietz and Elisabeth André. 2020. Relevance-based data masking: a model-agnostic transfer learning approach for facial expression recognition. DOI: 10.3389/fcomp.2020.00006
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Simon Flutura, Andreas Seiderer, Ilhan Aslan, Michael Dietz, Dominik Schiller, Christoph Beck, Joachim Rathmann and Elisabeth André. 2019. Mobile sensing for wellbeing estimation of urban green using physiological signals. DOI: 10.1145/3342428.3342655
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Ilhan Aslan, Chi Tai Dang, Ruben Schlagowski, Michael Dietz, Fabian Brain and Elisabeth André. 2019. Put that hologram there - probing mobile interaction experiences for a vision of mixed material public spaces. DOI: 10.1145/3365871.3365877
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Dominik Schiller, Tobias Huber, Florian Lingenfelser, Michael Dietz, Andreas Seiderer and Elisabeth André. 2019. Relevance-based feature masking: improving neural network based whale classification through explainable artificial intelligence. DOI: 10.21437/interspeech.2019-2707
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Michael Dietz, Ilhan Aslan, Dominik Schiller, Simon Flutura, Anika Steinert, Robert Klebbe and Elisabeth André. 2019. Stress annotations from older adults - exploring the foundations for mobile ML-based health assistance. DOI: 10.1145/3329189.3329197
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Ilhan Aslan, Chi Tai Dang, Björn Petrak, Michael Dietz, Michael Filipenko and Elisabeth André. 2019. Viewing experience of augmented reality objects as ambient media - a comparison of multimedia devices. DOI: 10.1007/978-3-030-34255-5_23
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Andreas Seiderer, Michael Dietz, Ilhan Aslan and Elisabeth André. 2018. Enabling privacy with transfer learning for image classification DNNs on mobile devices. DOI: 10.1145/3284869.3284893
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Ilhan Aslan, Michael Dietz and Elisabeth André. 2018. Gazeover - exploring the UX of gaze-triggered affordance communication for GUI elements. DOI: 10.1145/3242969.3242987
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Ionut Damian, Michael Dietz and Elisabeth André. 2018. The SSJ framework: augmenting social interactions using mobile signal processing and live feedback. DOI: 10.3389/fict.2018.00013
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Michael Dietz, Daniel Schork, Ionut Damian, Anika Steinert, Marten Haesner and Elisabeth André. 2017. Automatic detection of visual search for the elderly using eye and head tracking data. DOI: 10.1007/s13218-017-0502-z
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Michael Dietz, Daniel Schork and Elisabeth André. 2016. Exploring eye-tracking-based detection of visual search for elderly people. DOI: 10.1109/ie.2016.32
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Michael Dietz, Maha El Garf, Ionut Damian and Elisabeth André. 2016. Exploring eye-tracking-driven sonification for the visually impaired. DOI: 10.1145/2875194.2875208
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Ionut Damian, Michael Dietz, Frank Gaibler and Elisabeth André. 2016. Social signal processing for dummies. DOI: 10.1145/2993148.2998527
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