Signaligner Pro: A Tool to Explore and Annotate Multi-day Raw Accelerometer Data

2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)(2021)

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摘要
Human activity recognition using wearable accelerometers can enable in-situ detection of physical activities to support novel human-computer interfaces. Many of the machine-learning-based activity recognition algorithms require multi-person, multi-day, carefully annotated training data with precisely marked start and end times of the activities of interest. To date, there is a dearth of usable too...
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关键词
Accelerometers,Pervasive computing,Annotations,Conferences,Data visualization,Training data,Tools
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