IoT sensor-based activity recognition : human activity recognition
著者
書誌事項
IoT sensor-based activity recognition : human activity recognition
(Intelligent systems reference library, v.173)
Springer, c2021
- : pbk
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注記
Includes bibliographical references
内容説明・目次
内容説明
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.
目次
Introduction on Sensor-based Human Activity Analysis: Background.- Basic Structure for Human Activity Recognition Systems: Preprocessing and Segmentation.
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