Activity Recognition using Visual Tracking and RFID
WACV-MOTION '05 Proceedings of the Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1 - Volume 01
Conditional random fields for activity recognition
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Common sense based joint training of human activity recognizers
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EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
A comparison of HMMs and dynamic bayesian networks for recognizing office activities
UM'05 Proceedings of the 10th international conference on User Modeling
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
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Technology assisted living is a practical solution to the increasing demands for access to healthcare services in an era of aging populations and dwindling supply of professional healthcare workers. Radio Frequency Identification (RFID) technology with complementary sensors is widely considered as a very promising approach to realizing the vision of technology assisted living. At the core of any assisted living systems is the important function of human activity inference, which is what enables such systems to be intelligently perceptive and responsive to the humans under their care. In this paper, we review the current state-of-the-art in activity inference for RFID-based assisted living applications, and present our ongoing work on an assisted living prototype for 'goal training' or brain rehabilitation of patients with cognitive impairment in their home environments, with a discussion on the potential design issues involved.