RT Conference Proceedings
T1 A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living
A1 Amato, Giuseppe
A1 Bacciu, Davide
A1 Chessa, Stefano
A1 Dragone, Mauro
A1 Gallicchio, Claudio
A1 Gennaro, Claudio
A1 Lozano, Hector
A1 Micheli, Alessio
A1 O´HARE, Gregory M.
A1 Renteria, Arantxa
A1 Vairo, Claudio
A1 O’Hare, Gregory M.P.
A2 De Paz, Juan F.
A2 Yoe, Hyun
A2 Villarrubia, Gabriel
A2 Novais, Paulo
A2 Lindgren, Helena
A2 Fernández-Caballero, Antonio
A2 Ramírez, Andres Jiménez
AB We present a data benchmark for the assessment of human activity recognition solutions, collected as part of the EU FP7 RUBICON project, and available to the scientific community. The dataset provides fully annotated data pertaining to numerous user activities and comprises synchronized data streams collected from a highly sensor-rich home environment. A baseline activity recognition performance obtained through an Echo State Network approach is provided along with the dataset.
PB Springer International Publishing
SN 978-3-319-40113-3
SN 9783319401133
YR 2016
FD 2016
LA eng
NO Amato , G , Bacciu , D , Chessa , S , Dragone , M , Gallicchio , C , Gennaro , C , Lozano , H , Micheli , A , O´HARE , G M , Renteria , A , Vairo , C & O’Hare , G M P 2016 , A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living . in J F De Paz , H Yoe , G Villarrubia , P Novais , H Lindgren , A Fernández-Caballero & A J Ramírez (eds) , unknown . 2194-5357 , Springer International Publishing , pp. 1-9 , 7th International Symposium on Ambient Intelligence, ISAmI 2016 , Seville , Spain , 1/06/16 . https://doi.org/10.1007/978-3-319-40114-0_1
NO conference
NO Publisher Copyright: © Springer International Publishing Switzerland 2016.
DS TECNALIA Publications
RD 3 jul 2024