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Prediction of Manipulation Actions

Fermüller, Cornelia; Wang, Fang; Yang, Yezhou; Zampogiannis, Konstantinos; Zhang, Yi; Barranco, Francisco; Pfeiffer, Michael


By looking at a person’s hands, one can often tell what the person is going to do next, how his/her hands are moving and where they will be, because an actor’s intentions shape his/her movement kinematics during action execution. Similarly, active systems with real-time constraints must not simply rely on passive video-segment classification, but they have to continuously update their estimates and predict future actions. In this paper, we study the prediction of dexterous actions. We recorded...[Show more]

CollectionsANU Research Publications
Date published: 2017
Type: Journal article
Source: International Journal of Computer Vision
DOI: 10.1007/s11263-017-0992-z
Access Rights: Open Access


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