Human Activity Sensing: Corpus and Applications (Springer Series in Adaptive Environments) - Hardcover

Buch 3 von 5: Springer Series in Adaptive Environments
 
9783030130008: Human Activity Sensing: Corpus and Applications (Springer Series in Adaptive Environments)
Hardcover
ISBN 10: 3030130002 ISBN 13: 9783030130008
Verlag: Springer, 2019

Inhaltsangabe

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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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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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030130002
ISBN 13 
9783030130008
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
262
Herausgeber
Kawaguchi Nobuo, Nishio Nobuhiko, Roggen Daniel, Inoue Sozo, Pirttikangas Susanna, Van Laerhoven Kristof
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9783030130039: Human Activity Sensing: Corpus and Applications (Springer Series in Adaptive Environments)

Vorgestellte Ausgabe

ISBN 10:  3030130037 ISBN 13:  9783030130039
Verlag: Springer, 2020
Softcover