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Contactless Human Activity Analysis: Intelligent Systems Reference Library, cartea 200

Editat de Md Atiqur Rahman Ahad, Upal Mahbub, Tauhidur Rahman
en Limba Engleză Paperback – 24 mar 2022
This book is a truly comprehensive, timely, and very much needed treatise on the conceptualization of analysis, and design of contactless & multimodal sensor-based human activities, behavior understanding & intervention. From an interaction design perspective, the book provides views and methods that allow for more safe, trustworthy, efficient, and more natural interaction with technology that will be embedded in our daily living environments. The chapters in this book cover sufficient grounds and depth in related challenges and advances in sensing, signal processing, computer vision, and mathematical modeling. It covers multi-domain applications, including surveillance and elderly care that will be an asset to entry-level and practicing engineers and scientists.(See inside for the reviews from top experts)  
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Specificații

ISBN-13: 9783030685928
ISBN-10: 3030685926
Ilustrații: XX, 364 p. 118 illus., 74 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.54 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Intelligent Systems Reference Library

Locul publicării:Cham, Switzerland

Cuprins

Vision-Based Human Activity Recognition.- Skeleton-based Activity Recognition: Preprocessing and Approaches.- Contactless Human Activity Analysis: An Overview of Different Modalities.- Signal Processing for Contactless Monitoring.- Fresnel Zone-based Theories for Contactless Sensing.

Textul de pe ultima copertă

This book is a truly comprehensive, timely, and very much needed treatise on the conceptualization of analysis, and design of contactless & multimodal sensor-based human activities, behavior understanding & intervention. From an interaction design perspective, the book provides views and methods that allow for more safe, trustworthy, efficient, and more natural interaction with technology that will be embedded in our daily living environments. The chapters in this book cover sufficient grounds and depth in related challenges and advances in sensing, signal processing, computer vision, and mathematical modeling. It covers multi-domain applications, including surveillance and elderly care that will be an asset to entry-level and practicing engineers and scientists.(See inside for the reviews from top experts)

Caracteristici

Covers the challenges and opportunities of the emerging field of contactless sensing Provides a comprehensive overview of the past and recent research works associated with different contactless sensors focusing on human activity analysis including recent techniques from the areas of artificial intelligence, deep learning, and Human–Computer Interaction Presents advanced application areas and futuristic research topics such as contactless activity analysis in health care, activity recognition on smart mobile devices, and driver and pedestrian behavior analysis for autonomous driving