Graph-Based Combinations of Fragment Descriptors for Improved 3D Object Retrieval

Schreck, Tobias; Scherer, Maximilian; Walter, Michael; Bustos, Benjamin; Yoon, Sang Min; Kuijper, Arjan

Graph-Based Combinations of Fragment Descriptors for Improved 3D Object Retrieval

Dateien

Schreck_227073.pdfGröße: 1.38 MBDownloads: 358

Datum

2012

Autor:innen

Schreck, Tobias

Scherer, Maximilian

Walter, Michael

Bustos, Benjamin

Yoon, Sang Min

Kuijper, Arjan

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

Proceedings of the 3rd Multimedia Systems Conference - MMSys '12. New York, New York, USA: ACM Press, 2012, pp. 23-28. ISBN 978-1-4503-1131-1. Available under: doi: 10.1145/2155555.2155559

Zusammenfassung

3D Object Retrieval is an important field of research with many application possibilities. One of the main goals in this research is the development of discriminative methods for similarity search. The descriptor-based approach to date has seen a lot of research attention, with many different extraction algorithms proposed. In previous work, we have introduced a simple but effective scheme for 3D model retrieval based on a spatially fixed combination of 3D object fragment descriptors. In this work, we propose a novel flexible combination scheme based on finding the best matching fragment descriptors to use in the combination. By an exhaustive experimental evaluation on established Benchmark data we show the capability of the new combination scheme to provide improved retrieval effectiveness. The method is proposed as a versatile and inexpensive method to enhance the effectiveness of a given global 3D descriptor approach.

Fachgebiet (DDC)

004 Informatik

Konferenz

The 3rd Multimedia Systems Conference - MMSys '12, 22. Feb. 2012 - 24. Feb. 2012, Chapel Hill, North Carolina

Zitieren

ISO 690

SCHRECK, Tobias, Maximilian SCHERER, Michael WALTER, Benjamin BUSTOS, Sang Min YOON, Arjan KUIJPER, 2012. Graph-Based Combinations of Fragment Descriptors for Improved 3D Object Retrieval. The 3rd Multimedia Systems Conference - MMSys '12. Chapel Hill, North Carolina, 22. Feb. 2012 - 24. Feb. 2012. In: Proceedings of the 3rd Multimedia Systems Conference - MMSys '12. New York, New York, USA: ACM Press, 2012, pp. 23-28. ISBN 978-1-4503-1131-1. Available under: doi: 10.1145/2155555.2155559

BibTex

@inproceedings{Schreck2012Graph-22707,
  year={2012},
  doi={10.1145/2155555.2155559},
  title={Graph-Based Combinations of Fragment Descriptors for Improved 3D Object Retrieval},
  isbn={978-1-4503-1131-1},
  publisher={ACM Press},
  address={New York, New York, USA},
  booktitle={Proceedings of the 3rd Multimedia Systems Conference - MMSys '12},
  pages={23--28},
  author={Schreck, Tobias and Scherer, Maximilian and Walter, Michael and Bustos, Benjamin and Yoon, Sang Min and Kuijper, Arjan}
}

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Universitätsbibliographie

Ja