Advances in Human Activity Detection and Recognition (HADR) Systems
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Beschreibung
This book provides a comprehensive overview of Human Activity Detection or Recognition (HADR) systems. Detection or recognition of human activities is a prominent research area in the fields of computer vision and artificial intelligence because of its many applications in daily life, including monitoring in public transport areas, health monitoring, anomaly detection in traffic, and smart homes. This book divides different activities according to their criticality, then discusses the various motivations and challenges that are involved in HADR systems. The authors then propose a framework for activity detection or recognition. The book also covers ten key applications of HADR systems and the recent developments for each of them. The authors also propose areas for future research.
This book provides a comprehensive overview of Human Activity Detection or Recognition (HADR) systems. Detection or recognition of human activities is a prominent research area in the fields of computer vision and artificial intelligence because of its many applications in daily life, including monitoring in public transport areas, health monitoring, anomaly detection in traffic, and smart homes. This book divides different activities according to their criticality, then discusses the various motivations and challenges that are involved in HADR systems. The authors then propose a framework for activity detection or recognition. The book also covers ten key applications of HADR systems and the recent developments for each of them. The authors also propose areas for future research.
Reviews the progression of past HADR research, including activity detection, activity recognition, and behavior analysis Evaluates and compares the latest HADR research based on how each can be applied to solve real-world challenges Explains how different types of vision sensors and multimodal sensors can be implemented together for HADR
Autor*in
Santosh Kumar Tripathy
Themen in »Advances in Human Activity Detection and Recognition (HADR) Systems«
Human Activity Detection Human Activity Recognition Video Surveillance Security Surveillance Health Monitoring Human Computer Interaction Ambient Assisted Living Elderly Care Child Activity Recognition