Fostering Positive Team Behaviors in Human-Machine Teams through Emotion Processing: Adapting to the Operator's State
Technical Report,22 Feb 2017,21 Mar 2019
Royal Melbourne Institute of Technology Melbourne Australia
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FOSTERING POSITIVE TEAM BEHAVIORS IN HUMAN-MACHINE TEAMS THROUGH EMOTION PROCESSING was a collaborative project between RMIT and AFRLRH. The focus was on identifying features in human voice data and facial images to inform algorithms that can detect and predict emotions, for the purpose of increasing human trust in human-machine teaming applications. This project developed a low-cost, real-time emotion recognition system and a deep neural network model to predict trust at low and high levels. The contributions of this research include 3 conference papers, 1 journal paper, a new research databased created at AFRLRH, and a new research project agreement between RMIT and Australias DSTG.