Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Issue title: Design and Deployment of Intelligent Environments
Article type: Research Article
Authors: Manzoor, Atif; | Truong, Hong-Linh | Calatroni, Alberto | Roggen, Daniel | Bouroche, Mélanie | Clarke, Siobhán | Cahill, Vinny | Tröster, Gerhard | Dustdar, Schahram
Affiliations: School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland | Distributed Systems Group, Vienna University of Technology, Vienna, Austria | Wearable Computing Laboratory, Swiss Federal Institute of Technology Zürich, Zürich, Switzerland
Note: [] Correspinding author. E-mail: [email protected].
Abstract: Designing human activity recognition systems, an integral part of any ambient assisted living environment, is an active area of research in the ubiquitous computing, wearable sensing, and computer vision communities. Yet most of the systems ignore human body motion and arm motion action primitives to recognize high-level human activities and are limited to object usage action primitives. Consequently, there is little understanding of the significance of these action primitives on the performance of activity recognition systems. In this paper, we comparatively assess the role of the object usage action primitives, body motion action primitives, and arms motion action primitives to recognize human activities of daily living. Our experiments show that the body motion action primitives and arms motion action primitives are vital to recognize the human activities that do not involve much interaction with the objects and the environment.
Keywords: Human activity recognition, ambient assisted living, smart homes, sensing systems, machine learning
DOI: 10.3233/AIS-130223
Journal: Journal of Ambient Intelligence and Smart Environments, vol. 5, no. 5, pp. 443-461, 2013
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
[email protected]
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office [email protected]
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
如果您在出版方面需要帮助或有任何建, 件至: [email protected]