This book focuses on novel implementations of sensor technologies, artificial intelligence, machine learning, computer vision and statistics for automated, human fall recognition systems and related topics using data fusion. 
It includes theory and coding implementations to help readers quickly grasp the concepts and to highlight the applicability of this technology. For convenience, it is divided into two parts. The first part reviews the state of the art in human fall and activity recognition systems, while the second part describes a public dataset especially curated for multimodal fall detection. It also gathers contributions demonstrating the use of this dataset and showing examples. 
This book is useful for anyone who is interested in fall detection systems, as well as for those interested in solving challenging, signal recognition, vision and machine learning problems. Potential applications include health care, robotics, sports, human–machine interaction, among others.

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Covers challenging issues and current trends for designing fall detection systems using a multimodal approach Provides novel implementations of sensor technologies, artificial intelligence, machine learning, and statistics for fall detection systems Describes and discusses a common, public dataset, especially gathered for multimodal fall detection
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Produktdetaljer

ISBN
9783030387501
Publisert
2021-01-29
Utgiver
Springer Nature Switzerland AG; Springer Nature Switzerland AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet