Michael Dietz M.Sc.

Research Associate
Human - Centered Multimedia
Phone: +49 821 598 - 2338
Fax: +49 821 598 - 2349
Email:
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

Projects

Glassistant
SenseEmotion
SSJ: Social Signal Processing for Android

Links

Publikationen

Publications

Michael Dietz
2020 | 2019 | 2018 | 2017 | 2016

2020

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
PDF | BibTeX | RIS | DOI

2019

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
BibTeX | RIS | DOI

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
PDF | BibTeX | RIS | DOI

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
BibTeX | RIS | DOI

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
BibTeX | RIS | DOI

2018

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
PDF | BibTeX | RIS | DOI

2017

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
BibTeX | RIS | DOI

2016

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
BibTeX | RIS | DOI

Ionut Damian, Michael Dietz, Frank Gaibler and Elisabeth André. 2016. Social signal processing for dummies. DOI: 10.1145/2993148.2998527
BibTeX | RIS | DOI

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