Search Results for author: Marta Sanzari

Found 8 papers, 2 papers with code

Deep execution monitor for robot assistive tasks

no code implementations7 Feb 2019 Lorenzo Mauro, Edoardo Alati, Marta Sanzari, Valsamis Ntouskos, Gianluca Massimiani, Fiora Pirri

We consider a novel approach to high-level robot task execution for a robot assistive task.

Discovery and recognition of motion primitives in human activities

no code implementations29 Sep 2017 Marta Sanzari, Valsamis Ntouskos, Fiora Pirri

Given new video data and given the estimated pose of the subject appearing on the video, the motion is segmented into primitives, which are recognized with a probability given according to the parameters of the learned models.

Vision-based deep execution monitoring

1 code implementation29 Sep 2017 Francesco Puja, Simone Grazioso, Antonio Tammaro, Valsmis Ntouskos, Marta Sanzari, Fiora Pirri

Execution monitor of high-level robot actions can be effectively improved by visual monitoring the state of the world in terms of preconditions and postconditions that hold before and after the execution of an action.

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