TY - BOOK AU - Tripathy,Santosh Kumar AU - Singh,Roshan AU - Srivastava,Rajeev AU - Bhoi,Akash Kumar AU - Satapathy,Santosh Kumar ED - SpringerLink (Online service) TI - Advances in Human Activity Detection and Recognition (HADR) Systems T2 - Synthesis Lectures on Computer Science, SN - 9783031516603 AV - TA1501-1820 PY - 2024/// CY - Cham PB - Springer Nature Switzerland, Imprint: Springer KW - Image processing KW - Digital techniques KW - Computer vision KW - Artificial intelligence KW - Machine learning KW - User interfaces (Computer systems) KW - Human-computer interaction KW - Computer systems KW - Computer Imaging, Vision, Pattern Recognition and Graphics KW - Computer Vision KW - Artificial Intelligence KW - Machine Learning KW - User Interfaces and Human Computer Interaction KW - Computer System Implementation N1 - Introduction -- Basic Framework of HADR -- Datasets -- Applications for HADR -- Comparative Analysis of HADR 94 -- Conclusion and Future Directions N2 - 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 UR - https://doi.org/10.1007/978-3-031-51660-3 ER -