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short-paper

Intelligent query: open another door to 3d object retrieval

Authors:

Naiyao ZhangAuthors Info & Claims

MM '10: Proceedings of the 18th ACM international conference on Multimedia

Pages 1711 - 1714

https://doi.org/10.1145/1873951.1874333

Published: 25 October 2010 Publication History

Abstract

The increasing number of available 3D objects makes their efficient retrieval technology highly desired. Extensive research has been dedicated to view-based 3D object retrieval because of its advantage of 2D views for 3D object content representation. In this paradigm, typically the retrieval is accomplished based a set of different views of the query object, and focuses on the 3D object representation, matching and indexing. In this work, we present another aspect towards 3D object retrieval: intelligent query. Intelligent query includes query selection, query description and combination, and assistive query. We will show how this scheme is ideally suit for the 3D object retrieval problem. We conduct experiments on the National Taiwan University 3D Model database and results demonstrated that our approach can improve retrieval performance. Finally, we give insight into the future of the intelligent query for 3D object retrieval.

References

[1]

T. F. Ansary, M. Daoudi, and J. P. Vandeborre. A Bayesian 3-d search engine using adaptive views clustering. IEEE Transactions on Multimedia, 9(1):78--88, 2007.

Digital Library

[2]

B. Bustos, D. Keim, D. Saupe, T. Schreck, and D. Vranic. Feature-based similarity search in 3d object databases. ACM Computing Surveys, 37(4):345--387, 2005.

Digital Library

[3]

D. Y. Chen, X. P. Tian, Y. T. Shen, and M. Ouhyoung. On visual similarity based 3d model retrieval. Computer Graphics Forum, 22(3):223--232, 2003.

[4]

P. Daras and A. Axenopoulos. A 3d shape retrieval framework supporting multimodal queries. International Journal of Computer Vision, 89(2):229--247, 2010.

Digital Library

[5]

Y. Gao, Q. Dai, and N. Zhang. 3d model comparison using spatial structure circular descriptor. Pattern Recognition, 43(3):1142--1151, 2010.

Digital Library

[6]

Y. Gao, J. Tang, H. Li, Q. Dai, and N. Zhang. View-based 3d model retrieval with probabilistic graph model. Neurocomputing, 73(10-12):1900--1905, 2010.

Digital Library

[7]

B. Hu, Y. Liu, S. Gao, R. Sun, and C. Xian. Parallel relevance feedback for 3d model retrieval based on fast weighted-center particle swarm optimization. Pattern Recognition, 43(8):2950--2961, 2010.

Digital Library

[8]

A. Ion, N. M. Artner, G. Peyra, W. G. Kropatsch, and L. Cohen. Matching 2d & 3d articulated shapes using eccentricity. International Journal of Computer Vision, 2009.

[9]

B. Leng and Z. Qin. A powerful relevance feedback mechanism for content-based 3d model retrieval. Multimedia Tools and Applications, 40(1):135--150, 2008.

Digital Library

[10]

B. Leng and Z. Xiong. Modelseek: an effective 3d model retrieval system. Multimedia Tools and Applications, to appear.

Digital Library

[11]

F. Li, Q. Dai, W. Xu, and G. Er. Weighted subspace distance and its applications to object recognition and retrieval with image sets. IEEE Signal Processing Letters, 16(4):227--230, 2009.

[12]

F. Li, Q. Dai, W. Xu, and G. Er. Statistical modeling and many-to-many matching for view-based 3d object retrieval. Signal Processing: Image Communication, 25(1):18--27, 2010.

Digital Library

[13]

Y. Liu, X.-L. Wang, H.-Y. Wang, H. Zha, and H. Qin. Learning robust similarity measures for 3d partial shape retrieval. International Journal of Computer Vision, 89(2):408--431, 2010.

Digital Library

[14]

R. Osada, T. Funkhouser, B. Chazelle, and D. Dobkin. Shape distributions. ACM Transactions on Graphic, 21(4):807--832, 2002.

Digital Library

[15]

P. Papadakis, I. Pratikakis, T. Theoharis, and S. Perantonis. Panorama: A 3d shape descriptor based on panoramic views for unsupervised 3d object retrieval. International Journal of Computer Vision, 89(2):177--192, 2010.

Digital Library

[16]

Y. Rui and T. Huang. Optimizing learning in image retrieval. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2010.

[17]

J. Shih, C. Lee, and J. Wang. A new 3d model retrieval approach based on the elevation descriptor. Pattern Recognition, 40:283--295, 2007.

Digital Library

[18]

A. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain. Content-based image retrieval at the end of early years. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(12):1349--1380, 2000.

Digital Library

[19]

J. W. H. Tangelder and R. C. Veltkamp. A survey of content based 3d shape retrieval methods. Multimedia Tools and Applications, 39:441--471, 2008.

Digital Library

[20]

Y. Yang, H. Lin, and Y. Zhang. Content-based 3-d model retrieval: A survey. IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews, 37:1081--1035, 2007.

Digital Library

[21]

M. Wang, B. Liu, X. Hua, and H. Zhang. Accessible image search. In Proceedings of ACM International Conference on Multimedia, pages 291--300, 2009.

Digital Library

[22]

M. Wang, K. Yang, X.S. Hua, and H.J. Zhang. Interpreting Tags with Visual Words, ACM Workshop on Web-Scale Multimedia Corpus. In Proceedings of ACM Workshop on Web-Scale Multimedia Corpus, 2009

Digital Library

[23]

M. Wang, K. Yang, X. Hua, and H. Zhang. Towards relevant and diverse search of social images. IEEE Transactions on Multimedia, to appear

Digital Library

Cited By

Li WBai JZheng H(2024)D2GL: Dual-level dual-scale graph learning for sketch-based 3D shape retrievalPattern Recognition10.1016/j.patcog.2024.110768156(110768)Online publication date: Dec-2024
https://doi.org/10.1016/j.patcog.2024.110768
Gao ZXue KZhang H(2019)Multi-view and multivariate gaussian descriptor for 3D object retrievalMultimedia Tools and Applications10.1007/s11042-017-5270-078:1(555-572)Online publication date: 1-Jan-2019
https://dl.acm.org/doi/10.1007/s11042-017-5270-0
Irmak ESahillioğlu Y(2018)3D indirect shape retrieval based on hand interactionThe Visual Computer10.1007/s00371-018-1597-4Online publication date: 11-Sep-2018
https://doi.org/10.1007/s00371-018-1597-4
Show More Cited By

Index Terms

Intelligent query: open another door to 3d object retrieval
1. Computing methodologies
  1. Artificial intelligence
    1. Computer vision
      1. Computer vision problems
        Object recognition
  2. Computer graphics
    1. Shape modeling
      1. Parametric curve and surface models
      2. Volumetric models
2. Information systems
  1. Information retrieval
    1. Retrieval models and ranking

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Information & Contributors

Information

Published In

cover image ACM Conferences

MM '10: Proceedings of the 18th ACM international conference on Multimedia

October 2010

1836 pages

ISBN:9781605589336

DOI:10.1145/1873951

General Chairs:
Alberto del Bimbo
University of Florence, Italy
,
Shih-Fu Chang
Columbia University, USA
,
Program Chair:
Arnold Smeulders
University of Amsterdam, NL

Copyright © 2010 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SIGMM: ACM Special Interest Group on Multimedia

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 October 2010

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MM '10

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SIGMM

MM '10: ACM Multimedia Conference

October 25 - 29, 2010

Firenze, Italy

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Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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Citations

Cited By

Li WBai JZheng H(2024)D2GL: Dual-level dual-scale graph learning for sketch-based 3D shape retrievalPattern Recognition10.1016/j.patcog.2024.110768156(110768)Online publication date: Dec-2024
https://doi.org/10.1016/j.patcog.2024.110768
Gao ZXue KZhang H(2019)Multi-view and multivariate gaussian descriptor for 3D object retrievalMultimedia Tools and Applications10.1007/s11042-017-5270-078:1(555-572)Online publication date: 1-Jan-2019
https://dl.acm.org/doi/10.1007/s11042-017-5270-0
Irmak ESahillioğlu Y(2018)3D indirect shape retrieval based on hand interactionThe Visual Computer10.1007/s00371-018-1597-4Online publication date: 11-Sep-2018
https://doi.org/10.1007/s00371-018-1597-4
Biao Leng Jiabei Zeng Ming Yao Zhang Xiong (2015)3D Object Retrieval With Multitopic Model Combining Relevance Feedback and LDA ModelIEEE Transactions on Image Processing10.1109/TIP.2014.237261824:1(94-105)Online publication date: Jan-2015
https://doi.org/10.1109/TIP.2014.2372618
Savelonas MPratikakis ISfikas K(2015)An overview of partial 3D object retrieval methodologiesMultimedia Tools and Applications10.1007/s11042-014-2267-974:24(11783-11808)Online publication date: 1-Dec-2015
https://dl.acm.org/doi/10.1007/s11042-014-2267-9
Liu AWang ZNie WWu XSu YYang Z(2015)Spatial Context Constrained Characteristic View Extraction for 3D Model RetrievalThe Proceedings of the Third International Conference on Communications, Signal Processing, and Systems10.1007/978-3-319-08991-1_72(695-703)Online publication date: 2015
https://doi.org/10.1007/978-3-319-08991-1_72
Liu ZBu SZhou KGao SHan JWu J(2013)A Survey on Partial Retrieval of 3D ShapesJournal of Computer Science and Technology10.1007/s11390-013-1382-928:5(836-851)Online publication date: 17-Sep-2013
https://doi.org/10.1007/s11390-013-1382-9
WANG DYAN GLEI YZHANG J(2012)A Retrieval Algorithm of Sheet Metal Parts Based on Relationships of FeaturesChinese Journal of Aeronautics10.1016/S1000-9361(11)60410-X25:3(453-472)Online publication date: Jun-2012
https://doi.org/10.1016/S1000-9361(11)60410-X
Wang DGe D(2012)A Retrieving Algorithm for Unfolded Sheet Metal Parts Based on the Features RelationshipSystem Simulation and Scientific Computing10.1007/978-3-642-34396-4_11(87-94)Online publication date: 2012
https://doi.org/10.1007/978-3-642-34396-4_11
Schels JLiebelt JSchertler KLienhart RDe Natale FDel Bimbo AHanjalic AManjunath BSatoh S(2011)Synthetically trained multi-view object class and viewpoint detection for advanced image retrievalProceedings of the 1st ACM International Conference on Multimedia Retrieval10.1145/1991996.1991999(1-8)Online publication date: 18-Apr-2011
https://dl.acm.org/doi/10.1145/1991996.1991999
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