Druckansicht der Internetadresse:

Fakultät für Mathematik, Physik und Informatik

Angewandte Informatik III - Robotik und eingebettete Systeme - Prof. Dr. Dominik HENRICH

Seite drucken

Publikationsdatenbank

All fields:
Author:
Project:
Year:

Publication

Detection and Handling of Dynamic Scenes during an Active Vision Process for Object Recognition using a Boundary Representation
Dorian Rohner , Johannes Hartwig , Dominik Henrich

Abstract (english)
For robot manipulators, it is nowadays necessary to know their surroundings. This knowledge consists at least of a world representation with recognized objects. During the reconstruction of scene objects from multiple views, changes, like positioning of the objects, or additional unwanted signals, like parts of a human co-worker, may occur. In this paper, we classify the possible changes for a specific type of representation (boundary representation models). Afterwards, we present an approach to detect and handle these changes to maintain a valid world model. To achieve this, we compare what should be visible in the world model reconstructed thus far with the actual information from the current view. The detected change is handled by using object hypotheses as well as geometric information from the world representation. Based on an evaluation, we show a proof of concept and the usefulness of our approach and suggest future work.

Publication data

Year: 2022
Publication date: 20. July 2022
Source: Annals of Scientific Society for Assembly, Handling and Industrial Robotics (to appear)
Project: SeLaVi
Keywords (deutsch): Robotik
Referrer: https://www.ai3.uni-bayreuth.de/de/publikationen/resypub/index.php?mode=pub_show&pub_ref=rohner2022a

BibTeX

@ARTICLE{rohner2022a,
  TITLE             = "Detection and Handling of Dynamic Scenes during an Active Vision Process for Object Recognition using a Boundary Representation",
  AUTHOR            = "Rohner, Dorian and Hartwig, Johannes and Henrich, Dominik",
  YEAR              = "2022",
  JOURNAL           = "Annals of Scientific Society for Assembly, Handling and Industrial Robotics (to appear)",
  HOWPUBLISHED      = "\url{https://www.ai3.uni-bayreuth.de/de/publikationen/resypub/index.php?mode=pub_show&pub_ref=rohner2022a}",
}

Twitter Youtube-Kanal UBT-A Kontakt