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Human Activity Sensing: Corpus and Applications
Hardcover
Series: Springer Adaptive Environments
ISBN13: 9783030130008
Publisher: Springer Nature
Published: Sep 24 2019
Pages: 250
Weight: 1.20
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
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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