Tripathy, Santosh Kumar. creator author. aut http://id.loc.gov/vocabulary/relators/aut Singh, Roshan. author. aut http://id.loc.gov/vocabulary/relators/aut Srivastava, Rajeev. author. aut http://id.loc.gov/vocabulary/relators/aut Bhoi, Akash Kumar. author. aut http://id.loc.gov/vocabulary/relators/aut Satapathy, Santosh Kumar. author. aut http://id.loc.gov/vocabulary/relators/aut SpringerLink (Online service) text sz 2024 1st ed. 2024. monographic eng

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access XIII, 138 p. 22 illus., 10 illus. in color. online resource. 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. Introduction -- Basic Framework of HADR -- Datasets -- Applications for HADR -- Comparative Analysis of HADR 94 -- Conclusion and Future Directions. by Santosh Kumar Tripathy, Roshan Singh, Rajeev Srivastava, Akash Kumar Bhoi, Santosh Kumar Satapathy. Image processing Digital techniques Computer vision Artificial intelligence Machine learning User interfaces (Computer systems) Human-computer interaction Computer systems Computer Imaging, Vision, Pattern Recognition and Graphics Computer Vision Artificial Intelligence Machine Learning User Interfaces and Human Computer Interaction Computer System Implementation TA1501-1820 TA1634 9783031516603 https://doi.org/10.1007/978-3-031-51660-3 https://doi.org/10.1007/978-3-031-51660-3 240308 20251030111506.0 978-3-031-51660-3