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(Ebook) Human Activity Sensing: Corpus and Applications by Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven ISBN 9783030130008, 9783030130015, 3030130002, 3030130010

  • SKU: EBN-10796408
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Authors:Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven
Year:2019
Editon:1st ed. 2019
Publisher:Springer International Publishing
Language:english
File Size:10.84 MB
Format:pdf
ISBNS:9783030130008, 9783030130015, 3030130002, 3030130010
Categories: Ebooks

Product desciption

(Ebook) Human Activity Sensing: Corpus and Applications by Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven ISBN 9783030130008, 9783030130015, 3030130002, 3030130010

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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