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Filtering by: Committee Member Vergara, Hector Degree Field Computer Science Subject Accelerometers -- Data processing

Physical activity recognition of free-living data using change-point detection algorithms and hidden Markov models

Creator:

Anderson, Michael M.

Abstract:

Physical activity recognition using accelerometer data is a rapidly emerging ﬁeld with many real-world applications. Much of the previous work in this area has assumed that the accelerometer data has already been segmented into pure activities, and the activity recognition task has been to classify these segments. In reality, activity...

Resource Type:

Masters Thesis

Full Text:

also like to thank the members of my committee: Dr. Prasad Tadepalli, Dr. Raviv Raich, and Dr. Hector