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All Outputs (5)

An RGB-D based social behavior interpretation system for a humanoid social robot (2014)
Presentation / Conference
Zaraki, A., Giuliani, M., Dehkordi, M. B., Mazzei, D., D'ursi, A., & Rossi, D. D. (2014, October). An RGB-D based social behavior interpretation system for a humanoid social robot. Paper presented at 2nd RSI International Conference on Robotics and Mechatronics (ICRoM 2014), Tehran, Iran

We used a new method called “Ghost-in-the-Machine” (GiM) to investigate social interactions with a robotic bartender taking orders for drinks and serving them. Using the GiM paradigm allowed us to identify how human participants recognize the intenti... Read More about An RGB-D based social behavior interpretation system for a humanoid social robot.

Combining unsupervised learning and discrimination for 3D action recognition (2014)
Journal Article
Chen, G., Clarke, D., Giuliani, M., Gaschler, A., & Knoll, A. (2015). Combining unsupervised learning and discrimination for 3D action recognition. Signal Processing, 110, 67-81. https://doi.org/10.1016/j.sigpro.2014.08.024

© 2014 Elsevier B.V. Previous work on 3D action recognition has focused on using hand-designed features, either from depth videos or 2D videos. In this work, we present an effective way to combine unsupervised feature learning with discriminative fea... Read More about Combining unsupervised learning and discrimination for 3D action recognition.

Task-based evaluation of context-sensitive referring expressions in human–robot dialogue (2014)
Journal Article
Foster, M. E., Giuliani, M., & Isard, A. (2014). Task-based evaluation of context-sensitive referring expressions in human–robot dialogue. Language Cognition and Neuroscience, 29(8), 1018-1034. https://doi.org/10.1080/01690965.2013.855802

© 2013 Taylor & Francis. The standard referring-expression generation task involves creating stand-alone descriptions intended solely to distinguish a target object from its context. However, when an artificial system refers to objects in the cours... Read More about Task-based evaluation of context-sensitive referring expressions in human–robot dialogue.

Designing and evaluating a social gaze-control system for a humanoid robot (2014)
Journal Article
Zaraki, A., Mazzei, D., Giuliani, M., & De Rossi, D. (2014). Designing and evaluating a social gaze-control system for a humanoid robot. IEEE Transactions on Human-Machine Systems, 44(2), 157-168. https://doi.org/10.1109/THMS.2014.2303083

This paper describes a context-dependent social gaze-control system implemented as part of a humanoid social robot. The system enables the robot to direct its gaze at multiple humans who are interacting with each other and with the robot. The attenti... Read More about Designing and evaluating a social gaze-control system for a humanoid robot.

Action recognition using ensemble weighted multi-instance learning (2014)
Journal Article
Chen, G., Giuliani, M., Clarke, D., Gaschler, A., & Knoll, A. (2014). Action recognition using ensemble weighted multi-instance learning. IEEE International Conference on Robotics and Automation, 4520-4525. https://doi.org/10.1109/ICRA.2014.6907519

© 2014 IEEE. This paper deals with recognizing human actions in depth video data. Current state-of-the-art action recognition methods use hand-designed features, which are difficult to produce and time-consuming to extend to new modalities. In this p... Read More about Action recognition using ensemble weighted multi-instance learning.