IoT Sensor-Based Activity Recognition - MD Atiqur Rahman Ahad, Anindya Das Antar, Masud Ahmed

IoT Sensor-Based Activity Recognition

Human Activity Recognition
Buch | Hardcover
XXXIV, 189 Seiten
2020 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-51378-8 (ISBN)
160,49 inkl. MwSt

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. 


Introduction on Sensor-based Human Activity Analysis: Background.- Basic Structure for Human Activity Recognition Systems: Preprocessing and Segmentation.

Erscheinungsdatum
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo XXXIV, 189 p. 63 illus., 52 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 493 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Technik
Schlagworte Action Recognition • activity recognition • AI • DataSets • Deep learning • HCI • Healthcare • Health Informatics • Human Activity Recognition (HAR) • IOT • Sensor
ISBN-10 3-030-51378-5 / 3030513785
ISBN-13 978-3-030-51378-8 / 9783030513788
Zustand Neuware
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