DocumentCode
1703805
Title
PhD forum: A data mining approach for human activity learning in a multi-modal sensor system
Author
Vandewiele, Franck ; Motamed, Cina
Author_Institution
Lab. LISIC, ULCO, Calais, France
fYear
2011
Firstpage
1
Lastpage
2
Abstract
In this paper, we investigate the problem of monitoring human activities using a network of sensors, including video cameras, in a smart home environment. We introduce an unsupervised method for mining a new kind of temporally structured activity models from sensor data. We present an application of our method to the recognition of activities of daily living in an elderly care context.
Keywords
computerised instrumentation; data mining; learning (artificial intelligence); sensors; activity recognition; data mining approach; human activity learning; multimodal sensor system; sensor data; sensor network; smart home environment; structured activity models; video cameras; Cameras; Data mining; Humans; Intelligent sensors; Smart homes; Temperature sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Smart Cameras (ICDSC), 2011 Fifth ACM/IEEE International Conference on
Conference_Location
Ghent
Print_ISBN
978-1-4577-1708-6
Electronic_ISBN
978-1-4577-1706-2
Type
conf
DOI
10.1109/ICDSC.2011.6042953
Filename
6042953
Link To Document