Search Results for author: Murat Kirtay

Found 3 papers, 0 papers with code

iCub! Do you recognize what I am doing?: multimodal human action recognition on multisensory-enabled iCub robot

no code implementations17 Dec 2022 Kas Kniesmeijer, Murat Kirtay

This study uses multisensory data (i. e., color and depth) to recognize human actions in the context of multimodal human-robot interaction.

Action Recognition Ensemble Learning +1

A Multisensory Learning Architecture for Rotation-invariant Object Recognition

no code implementations14 Sep 2020 Murat Kirtay, Guido Schillaci, Verena V. Hafner

This study presents a multisensory machine learning architecture for object recognition by employing a novel dataset that was constructed with the iCub robot, which is equipped with three cameras and a depth sensor.

Benchmarking Object +1

The iCub multisensor datasets for robot and computer vision applications

no code implementations4 Mar 2020 Murat Kirtay, Ugo Albanese, Lorenzo Vannucci, Guido Schillaci, Cecilia Laschi, Egidio Falotico

This document presents novel datasets, constructed by employing the iCub robot equipped with an additional depth sensor and color camera.

Action Recognition General Classification +2

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