Human Activity Sensing (eBook, PDF)
eBook, PDF

Human Activity Sensing (eBook, PDF)

Corpus and Applications

Redaktion: Kawaguchi, Nobuo; Laerhoven, Kristof van; Pirttikangas, Susanna; Inoue, Sozo; Roggen, Daniel; Nishio, Nobuhiko
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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 ...

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