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portada Human Activity Sensing: Corpus and Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
250
Format
Hardcover
Dimensions
23.4x15.6x1.6 cm
Weight
0.54 kg.
ISBN13
9783030130008
Categories

Human Activity Sensing: Corpus and Applications

Kawaguchi, Nobuo ; Nishio, Nobuhiko ; Roggen, Daniel (Author) · Springer · Hardcover

Human Activity Sensing: Corpus and Applications - Kawaguchi, Nobuo ; Nishio, Nobuhiko ; Roggen, Daniel

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Synopsis "Human Activity Sensing: Corpus and Applications"

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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