Collegial Activity Learning Between Heterogeneous Sensors

摘要

Unlabeled and labeled sensor data is received from one or more source views. Unlabeled, and optionally labeled, sensor data is received from a target view. The received sensor data is used to train activity recognition classifiers for each of the source views and the target view. The sources and the target each include one or more sensors, which may vary in modality from one source or target to another source or target.