Abstract
Automated classification of human activities should help the researcher, or the physician, with the interpretation of data. In a previous study a novel activity classifier based on Hidden Markov Models was successfully implemented and tested on ambulatory obtained of human activities. The estimated starting times were not accurate. Here the addition of timing information to perform isolated activity training as initialization of the HMM's is proposed to more accurately estimate the starting times of activities.
Original language | Undefined |
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Title of host publication | International conference on ambulatory monitoring of physical activity and movement, conference book |
Editors | J.B.J Bussmann, H.L.D. Horemans, H.L.P. Hurkmans |
Place of Publication | Rotterdam |
Publisher | Erasmus MC |
Pages | 90 |
Number of pages | 1 |
ISBN (Print) | 978-90-813154-1-8 |
Publication status | Published - 24 May 2008 |
Event | 1st International Conference on Ambulatory Monitoring of Physical Activity and Movement, ICAMPAM 2008 - Rotterdam, Netherlands Duration: 21 May 2008 → 24 May 2008 Conference number: 1 https://ismpb.org/2008-rotterdam/ |
Publication series
Name | |
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Publisher | Dept. of Rehabilitation Medicine Erasmus MC |
Number | DTR08-9 |
Conference
Conference | 1st International Conference on Ambulatory Monitoring of Physical Activity and Movement, ICAMPAM 2008 |
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Abbreviated title | ICAMPAM |
Country/Territory | Netherlands |
City | Rotterdam |
Period | 21/05/08 → 24/05/08 |
Internet address |
Keywords
- EWI-13250
- IR-62427
- METIS-251139
- BSS-Biomechatronics and rehabilitation technology