An Experimental Effectiveness Comparison of Methods for 3D Similarity Search

Bustos Cárdenas, Benjamin Eugenio; Keim, Daniel A.; Saupe, Dietmar; Schreck, Tobias; Vranić, Dejan V.

An Experimental Effectiveness Comparison of Methods for 3D Similarity Search

Files

ICDL05SimSearch3D.pdf(612.92 KB)

Date

2006

Authors

Bustos Cárdenas, Benjamin Eugenio

Keim, Daniel A.

Saupe, Dietmar

Schreck, Tobias

Vranić, Dejan V.

Publication type

Journal article

Published in

International journal on digital libraries ; 6 (2006), 1. - pp. 39-54

Abstract

Methods for content-based similarity search are fundamental for managing large multimedia repositories, as they make it possible to conduct queries for similar content, and to organize the repositories into classes of similar objects. 3D objects are an important type of multimedia data with many promising application possibilities. Defining the aspects that constitute the similarity among 3D objects, and designing algorithms that implement such similarity definitions is a difficult problem. Over the last few years, a strong interest in 3D similarity search has arisen, and a growing number of competing algorithms for the retrieval of 3D objects have been proposed. The contributions of this paper are to survey a body of recently proposed methods for 3D similarity search, to organize them along a descriptor extraction process model, and to present an extensive experimental effectiveness and efficiency evaluation of these methods, using several 3D databases.

Subject (DDC)

004 Computer Science

Keywords

3D model retrieval,Feature based similarity search methods,Retrieval effectiveness

Cite This

ISO 690

BUSTOS CÁRDENAS, Benjamin Eugenio, Daniel A. KEIM, Dietmar SAUPE, Tobias SCHRECK, Dejan V. VRANIĆ, 2006. An Experimental Effectiveness Comparison of Methods for 3D Similarity Search. In: International journal on digital libraries. 6(1), pp. 39-54. Available under: doi: 10.1007/s00799-005-0122-3

BibTex

@article{BustosCardenas2006Exper-5524,
  year={2006},
  doi={10.1007/s00799-005-0122-3},
  title={An Experimental Effectiveness Comparison of Methods for 3D Similarity Search},
  number={1},
  volume={6},
  journal={International journal on digital libraries},
  pages={39--54},
  author={Bustos Cárdenas, Benjamin Eugenio and Keim, Daniel A. and Saupe, Dietmar and Schreck, Tobias and Vranić, Dejan V.}
}

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Bibliography of Konstanz

Yes