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COMPSAC
2005
IEEE
13 years 10 months ago
A Probabilistic Approach to the Anxious Home for Activity Monitoring
This paper describes an approach to representing normal activities in a smart house based on the concept of anxiety. Anxiety is computed as a function of time and is kept low by i...
Geoff A. W. West, Stewart Greenhill, Svetha Venkat...
PERCOM
2003
ACM
13 years 10 months ago
Recognition of Human Activity through Hierarchical Stochastic Learning
Seeking to extend the functional capability of the elderly, we explore the use of probabilistic methods to learn and recognise human activity in order to provide monitoring suppor...
Sebastian Lühr, Hung Hai Bui, Svetha Venkates...
TKDE
2011
186views more  TKDE 2011»
12 years 11 months ago
Discovering Activities to Recognize and Track in a Smart Environment
—The machine learning and pervasive sensing technologies found in smart homes offer unprecedented opportunities for providing health monitoring and assistance to individuals expe...
Parisa Rashidi, Diane J. Cook, Lawrence B. Holder,...
AVSS
2009
IEEE
13 years 11 months ago
Multisensor Fusion for Monitoring Elderly Activities at Home
—In this paper we propose a new multisensor based activity recognition approach which uses video cameras and environmental sensors in order to recognize interesting elderly activ...
Nadia Zouba, François Brémond, Moniq...
PERVASIVE
2005
Springer
13 years 10 months ago
Simultaneous Tracking and Activity Recognition (STAR) Using Many Anonymous, Binary Sensors
Abstract. In this paper we introduce the simultaneous tracking and activity recognition (STAR) problem, which exploits the synergy between location and activity to provide the info...
D. H. Wilson, Christopher G. Atkeson