Recognizing household activities from human motion data using active learning and feature selection.

The ability to accurately recognize human household activities is an important stepping stone toward creating home living assistance systems in the future. Classifying these activities can be difficult due to noisy sensor data, lack of labeled training samples for rare actions and large individual d...

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Detalles Bibliográficos
Publicado en:Technology & Disability Vol. 22; no. 1/2; pp. 17 - 27
Autores principales: Zhao L, Wang X, Sukthankar G
Formato: equations & formulas pictorial tables/charts Journal Article
Publicado: Sage Publications Inc. 2010
Acceso en línea:Ver este registro en EBSCOhost