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
Link To Document :
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