A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living
Loading...
Identifiers
Publication date
2016
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
Springer International Publishing
Citations
Export
Abstract
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.
Description
Publisher Copyright: © Springer International Publishing Switzerland 2016.
Keywords
Ambient assisted living , Human Activity Recognition , Datasets , Ambient assisted living , Human Activity Recognition , Datasets , Control and Systems Engineering , General Computer Science , Project ID , info:eu-repo/grantAgreement/EC/FP7/269914/EU/Robotics UBIquitous COgnitive Network/RUBICON , info:eu-repo/grantAgreement/EC/FP7/269914/EU/Robotics UBIquitous COgnitive Network/RUBICON , Funding Info , European Commission's FP7 , European Commission's FP7
Type
Citation
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
conference
conference