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Human activity sensing: corpus and applications
book
posted on 2023-06-09, 18:09 authored by S Inoue, Daniel RoggenDaniel Roggen, K Van Laerhoven, N Nishio, S Pirttikangas, N KawaguchiActivity 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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Publication status
- Published
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SpringerExternal DOI
Pages
248.0ISBN
9783030130008Series
Springer Series in Adaptive EnvironmentsDepartment affiliated with
- Engineering and Design Publications
Research groups affiliated with
- Sensor Technology Research Centre Publications
Notes
his is an edited book edited by S Inoue, D Roggen, K Van Laerhoven, N Nishio, S Pirttikangas, N KawaguchiFull text available
- No
Peer reviewed?
- Yes
Editors
S Inoue, D Roggen, K Van Laerhoven, N Nishio, S Pirttikangas, N KawaguchiLegacy Posted Date
2019-06-24Usage metrics
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