Florian Grützmacher


M.Sc.
Florian Grützmacher

E-Mail
Tel.: +49 381 498 7289
Raum: W1337

Forschungsgebiete

  • Energy-efficient online activity recognition
  • Recognition algorithms on heterogeneous multi-core architectures
  • Model-based algorithm distribution

Publikationen

Johann-Peter Wolff, Florian Grützmacher, Rainer Dorsch, Rolf Kaack, Lars Middendorf, Christian Haubelt:
Towards Automated Prototyping of Gesture Recognition Systems for Wearable Devices using Inertial Sensors
In Proceedings of Smart Systems Integration, Barcelona, Spain, April 2019  (Best Paper Award Nominee) (to appear)

Florian Grützmacher, Albert Hein, Thomas Kirste, Christian Haubelt:
Model-Based Design of Energy Efficient Human Activity Recognition Systems with Wearable Sensors
In Journal Technologies, Vol. 6, Nr. 4, Artikel-Nr.: 89, pp. 1-20, ISSN: 2227-7080, DOI: 10.3390/technologies6040089, Verlag MDPI, Basel Schweiz, Dezember 2018

Johann-Peter Wolff, Florian Grützmacher, Arne Wellnitz, Christian Haubelt:
Activity Recognition using Head Worn Inertial Sensors
In Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, Berlin, Germany, September 2018 (to appear)

Florian Grützmacher, Albert Hein, Benjamin Beichler, Polichronis Lepidis, Rainer Dorsch, Thomas Kirste, Christian Haubelt:
Energy Efficient On-Sensor Processing for Online Activity Recognition
In Proceeding of the 3rd International Conference on Pervasive and Embedded Computing (PEC), pp. 85 – 92, DOI: 10.5220/0006860100850092, Porto, Portugal, Juli 2018

Florian Grützmacher, Benjamin Beichler, Albert Hein, Thomas Kirste, Christian Haubelt:
Time and Memory Efficient Online Piecewise Linear Approximation of Sensor Signals
In Journal of Sensors, Vol. 18, Nr. 6, Artikel-Nr.: 1672, pp. 1-20, DOI: 10.3390/s18061672, EISSN: 1424-8220, Verlag MDPI AG, Basel, Schweiz, Mai 2018

Florian Grützmacher, Johann-Peter Wolff, Albert Hein, Polichronis Lepidis, Rainer Dorsch, Thomas Kirste, Christian Haubelt:
Towards Energy Efficient Sensor Nodes for Online Activity Recognition
In Proceedings of the 43th Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), pp. 8291-8296, Peking, China, November 2017

Albert Hein, Florian Grützmacher, Christian Haubelt, Thomas Kirste:
Fast care – real-time sensor data analysis framework for intelligent assistance systems
In International Journal Current Directions in Biomedical Engineering, Vol. 3, Nr. 2, pp. 743–747, ISSN: 2364-5504, DOI: 10.1515/cdbme-2017-0157, Verlag De Gruyter, Berlin, Deutschland, September 2017

Florian Grützmacher, Benjamin Beichler, Bart Theelen, Christian Haubelt:
Dataflow-based Modeling and Performance Analysis for Online Gesture Recognition
In Proceedings of the Second International Workshop on modeling, analysis and control of complex Cyber-Physical Systems (CPSData'16), pp. 1-8, ISBN: 978-1-5090-1154-4, DOI:10.1109/CPSData.2016.7496423, Wien, Österreich, April 2016

Florian Grützmacher, Johann-Peter Wolff, Christian Haubelt:
Sensor-Based Online Hand Gesture Recognition on Multi-Core DSPs
In Proceedings of the IEEE Symposium on Signal Processing on Graphics Processing Units and Multicores (GlobalSIP), pp. 898-902, ISBN: 978-1-4799-7591-4, DOI:10.1109/GlobalSIP.2015.7418327, Orlando, Florida, USA, Dezember 2015

Florian Grützmacher, Johann-Peter Wolff, Christian Haubelt:
Exploiting Thread-Level Parallelism in Template-Based Gesture Recognition with Dynamic Time Warping
In Proceedings of the International Workshop on Sensor-based Activity Recognition and Interaction (WoAR'15), pp. 6:1 – 6:6, ISBN: 978-1-4503-3454-9, DOI:10.1145/2790044.2790050, Rostock, Deutschland, Juni 2015

Projekte

  • fast care - Teilvorhaben: Verteilte Inferenz-Algorithmen auf Multi-Sensor-Plattformen