This book offer clear descriptions of the basic structure for the recognition and classification of human activities using different types of sensor module and smart devices in e.g. healthcare, education, monitoring the elderly, daily human behavior, and fitness monitoring. In addition, the complexities, challenges, and design issues involved in data collection, processing, and other fundamental stages along with datasets, methods, etc., are discussed in detail. The book offers a valuable resource for readers in the fields of pattern recognition, human-computer interaction, and the Internet of Things.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Illustrationen
11
52 farbige Abbildungen, 11 s/w Abbildungen
XXXIV, 189 p. 63 illus., 52 illus. in color.
Dateigröße
ISBN-13
978-3-030-51379-5 (9783030513795)
DOI
10.1007/978-3-030-51379-5
Schweitzer Klassifikation
Introduction on Sensor-based Human Activity Analysis: Background.- Basic Structure for Human Activity Recognition Systems: Preprocessing and Segmentation.
