Publikation:

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

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Schreck_227073.pdf
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Datum

2012

Autor:innen

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

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http://nbn-resolving.de/urn:nbn:de:bsz:352-227073
DOI (zitierfähiger Link)
https://doi.org/10.1145/2155555.2155559
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Published

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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.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
004 Informatik

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Konferenz

The 3rd Multimedia Systems Conference - MMSys '12, 22. Feb. 2012 - 24. Feb. 2012, Chapel Hill, North Carolina
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ISO 690SCHRECK, 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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