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Bilişsel Robotlarda Ortam Modelleme

  • Istanbul Technical University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıHakem

Özet

In this paper, a scene interpretation system is proposed for cognitive robots to detect failures during their action executions. This system combines object recognition and segmentation results to maintain a consistent model of the world. Objects in the scene are recognized by using both color and depth information, and the unknown objects are segmented by using Euclidean clustering on the depth values. In addition to the locations of the objects, the world model includes some useful spatial relations for a tabletop object manipulation scenario: on, on-table, clear and near. The results of the conducted experiments by using the information gathered from the onboard RGB-D sensors of our Pioneer 3-AT and Pioneer 3-DX robots show that the proposed system can be successfully used to create a consistent world model including spatial relations in an object manipulation scenario.

Tercüme edilen katkı başlığıWorld modeling for cognitive robots
Orijinal dilTürkçe
Ana bilgisayar yayını başlığı2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings
YayınlayanIEEE Computer Society
Sayfalar1670-1673
Sayfa sayısı4
ISBN (Basılı)9781479948741
DOI'lar
Yayın durumuYayınlandı - 2014
Etkinlik2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Trabzon, Türkiye
Süre: 23 Nis 201425 Nis 2014

Yayın serisi

Adı2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings

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???event.eventtypes.event.conference???2014 22nd Signal Processing and Communications Applications Conference, SIU 2014
Ülke/BölgeTürkiye
ŞehirTrabzon
Periyot23/04/1425/04/14

Keywords

  • cognitive robots
  • scene interpretation
  • spatial relations

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