Human Activity Sensing : Corpus and Applications / Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Onoue, Susanna Pirttikangas, Kristof Van Laerhoven, editors.

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Human Activity Sensing : Corpus and Applications / Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Onoue, Susanna Pirttikangas, Kristof Van Laerhoven, editors.

9783030130015 (electronic book)
3030130010 (electronic book)
9783030130008

Cham : Springer, 2019.

English

1 online resource (251 pages).

10.1007/978-3-030-13

TK7872.D48

006.2/5

Activity recognition has emerged as a challenging and high-impact research field, as over the past years smaller and more powerful sensors have been introduced in wide-spread consumer devices. Validation of techniques and algorithms requires large-scale human activity corpuses and improved methods to recognize activities and the contexts in which they occur. This book deals with the challenges of designing valid and reproducible experiments, running large-scale dataset collection campaigns, designing activity and context recognition methods that are robust and adaptive, and evaluating activity recognition systems in the real world with real users.

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Description based on print version record.

Springer Series in Adaptive Environments.

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