DocumentCode
567756
Title
User detection through multi-sensor fusion in an AmI scenario
Author
De Paola, Alessandra ; Cascia, M.L. ; Re, Giuseppe Lo ; Morana, Marco ; Ortolani, Marco
Author_Institution
Univ. of Palermo, Palermo, Italy
fYear
2012
fDate
9-12 July 2012
Firstpage
2502
Lastpage
2509
Abstract
Recent advances in technology, with regard to sensing and transmission devices, have made it possible to obtain continuous and precise monitoring of a wide range of qualitatively diverse environments. This has boosted the research on the novel field of Ambient Intelligence, which aims at exploiting the information about the environment state in order to adapt it to the user´s preference. In this paper, we analyze the issue of detecting the user´s presence in a given region of the monitored area, which is crucial in order to trigger subsequent actions. In particular, we present a comprehensive framework that turns data perceived by sensors of different nature, and with possible imprecision, into higher-level information; a case study derived from an actual implementation of the system regarding the management of an office environment is also described, and experimental results are presented.
Keywords
artificial intelligence; sensor fusion; ambient intelligence; multisensor fusion; precise monitoring; transmission device; user detection; Bayesian methods; Cognition; Face; Face recognition; Sensor systems; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4673-0417-7
Electronic_ISBN
978-0-9824438-4-2
Type
conf
Filename
6290608
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