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Tewodros Amberbir Habtegebrial
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Jigyasa Singh Katrolia

Andreas Kölsch
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Stephan Krauß
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Muhammad Jameel Nawaz Malik
Michael Lorenz
Markus Miezal

Mina Ameli

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Mohammad Minouei

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Mathias Musahl

Peter Neigel

Manthan Pancholi
Qinzhuan Qian

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Alexander Schäfer
Pascal Schneider

René Schuster

Mohamed Selim
Lukas Stefan Staecker

Dennis Stumpf

Yongzhi Su

Xiaoying Tan
Yaxu Xie

Dr. Vladislav Golyanik

Dr. Aditya Tewari

André Luiz Brandão
Introducing a New Benchmarked Dataset for Activity Monitoring
Introducing a New Benchmarked Dataset for Activity Monitoring
Attila Reiss, Didier Stricker
Proceedings of the 16th IEEE International Symposium on Wearable Computers IEEE International Symposium on Wearable Computers (ISWC-2012), June 18-22, Newcastle, United Kingdom
- Abstract:
- This paper addresses the lack of a commonly used, standard dataset and established benchmarking problems for physical activity monitoring. A new dataset — recorded from 18 activities performed by 9 subjects, wearing 3 IMUs and a HR-monitor — is created and made publicly available. Moreover, 4 classification problems are benchmarked on the dataset, using a standard data processing chain and 5 different classifiers. The benchmark shows the difficulty of the classification tasks and exposes new challenges for physical activity monitoring.