Human Activity Sensing : Corpus and Applications / Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Onoue, Susanna Pirttikangas, Kristof Van Laerhoven, editors.
2019
TK7872.D48
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Details
Title
Human Activity Sensing : Corpus and Applications / Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Onoue, Susanna Pirttikangas, Kristof Van Laerhoven, editors.
ISBN
9783030130015 (electronic book)
3030130010 (electronic book)
9783030130008
3030130010 (electronic book)
9783030130008
Publication Details
Cham : Springer, 2019.
Language
English
Description
1 online resource (251 pages).
Item Number
10.1007/978-3-030-13
Call Number
TK7872.D48
Dewey Decimal Classification
006.2/5
Summary
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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Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Kawaguchi, Nobuo.
Nishio, Nobuhiko.
Roggen, Daniel.
Inoue, Sozo.
Pirttikangas, Susanna.
Laerhoven, Kristof van.
Nishio, Nobuhiko.
Roggen, Daniel.
Inoue, Sozo.
Pirttikangas, Susanna.
Laerhoven, Kristof van.
Series
Springer Series in Adaptive Environments.
Available in Other Form
Human Activity Sensing : Corpus and Applications
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