Commit 7aeb5ea3 authored by Simon Gölzhäuser's avatar Simon Gölzhäuser
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Updated proposal README and added bib references file

parent 2901a86f
# Instrumented Hand WashingDetection and Monitoring System
# Instrumented Hand Washing Detection and Monitoring System
In the file references.bib the references cited in this file in a Latex-like manner can be found.
## Description
In the literature some work can be found which focuses on detecting hand washing events. Their overall goal is mostly to improve hand hygiene of healthcare staff in medical environments, like e.g. hospitals.
In the literature some work can be found which focuses on detecting hand washing events \cite{kinsella2007} \cite{levchenko2010} \cite{levchenko2011} \cite{fagert2017}. Their overall goal is mostly to improve hand hygiene of healthcare staff in medical environments, like e.g. hospitals.
The hand washing detection and monitoring system which will be built in this master project aims at a different goal. It wants to establish an automatically triggered camera-based ground truth data recording system which can then be used in many different studies. One novel example is the detection of obsessive-compulsive hand washing with wrist-worn devices \cite{scholl2020}.
The hand washing detection and monitoring system which will be built in this master project aims at a different goal. It wants to establish an automatically triggered camera-based ground truth data recording system which can then be used in many different studies. One novel example is the detection of obsessive-compulsive hand washing with wrist-worn devices.
The collected video data can then in future work also be used to apply gesture recognition Machine Learning approaches to it.
Already existing is a wrist motion data recording software for Android smartwatches (<a href="https://github.com/pscholl/automotion/commits/master">see here</a>). Currently there is no context in the collected data, no ground truth is automatically recorded. This gap should be filled with:
Already existing is a wrist motion data recording software for Android smartwatches \cite{githubSogge} \cite{githubScholl}. Currently there is no context in the collected data, no ground truth is automatically recorded. This gap should be filled with:
* **Bluetooth beacons** placed at sinks, which communicate with the smartwatches. Start and endpoints of hand washing activities (as ground truth) can then be detected with rough accuracy instead of asking the user for it. This gives a primary evidence.
......
@article{kinsella2007,
title={Electronic surveillance of wall-mounted soap and alcohol gel dispensers in an intensive care unit},
author={Kinsella, G and Thomas, AN and Taylor, RJ},
journal={Journal of Hospital Infection},
volume={66},
number={1},
pages={34--39},
year={2007},
publisher={Elsevier}
}
@article{levchenko2010,
author={Levchenko, Alexander I. and Hufton, Graham C. and Boscart, Veronique M. and Fernie, Geoff R.},
journal={IEEE Transactions on Automation Science and Engineering},
title={Embedded System for Hygiene Compliance Monitoring},
year={2010},
volume={7},
number={3},
pages={695-698},
doi={10.1109/TASE.2010.2044882}
}
@article{levchenko2011,
title={The feasibility of an automated monitoring system to improve nurses’ hand hygiene},
author={Levchenko, Alexander I and Boscart, Veronique M and Fernie, Geoffrey R},
journal={International journal of medical informatics},
volume={80},
number={8},
pages={596--603},
year={2011},
publisher={Elsevier}
}
@article{fagert2017,
title={Monitoring hand-washing practices using structural vibrations},
author={Fagert, Jonathon and Mirshekari, Mostafa and Pan, Shijia and Zhang, Pei and Noh, Hae Young},
journal={Structural Health Monitoring},
year={2017}
}
@unpublished{scholl2020,
author={P. M. Scholl and S. Wirth and P. Schülin and J. Haeni and K. Wahl},
title={Ablutomania-Set: a Benchmark Dataset of Wrist-Motion during Obsessive-Compulsive Hand-Washing},
journal={IEEE PerCom 2020},
year=2020
}
@misc{githubScholl,
author = {pscholl},
title = {Sensor Recorder for Android (with ffmpeg)},
howpublished = {\url{https://github.com/pscholl/automotion}},
year = {2018 (accessed April 30, 2021)}
}
@misc{githubSogge,
author = {Alexsogge},
title = {Incremental improving of gesture Detection based on Obsessive Hand-Washing},
howpublished = {\url{https://github.com/Alexsogge/MasterProject}},
year = {2018 (accessed May 6, 2021)}
}
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