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Unsupervised model ...
Unsupervised model generation for motion monitoring
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- Weber, Markus (author)
- German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
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- Bleser, Gabriele (author)
- German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
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- Hendeby, Gustaf, 1978- (author)
- German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
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- Reiss, Attila (author)
- German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
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- Stricker, Didier (author)
- German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
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(creator_code:org_t)
- IEEE, 2011
- 2011
- English.
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In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC). - : IEEE. - 9781457706523
- Related links:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- This paper addresses two fundamental requirements of full body motion monitoring: (a) the ability to sense the input of the user and (b) the means to interpret the captured input. Appropriate technology in both areas is required for an interactive virtual reality system to provide feedback in a useful and natural way. This paper combines technologies for both areas: It develops a sensor fusion approach for capturing user input based on miniature on-body inertial and magnetic motion sensors. Furthermore, it presents work in progress to automatically generate models for motion patterns from the captured input. The technology is then used and evaluated in the context of a personalized virtual rehabilitation trainer application.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
Publication and Content Type
- ref (subject category)
- kon (subject category)
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