CONTENT-BASED 3D OBJECT RETRIEVAL USING 2D VIEWS

被引：0

作者：

Napoleon, Thibault ^{[1
]}

Sahbi, Hichem ^{[1
]}

机构：

[1] TELECOM ParisTech, CNRS, UMR 5141, F-75013 Paris, France

来源：

2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6 | 2009年

关键词：

D O I：

10.1109/ICIP.2009.5414634

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

2D techniques have recently emerged as an important boost for 3D objects content-based retrieval in many real world applications such as photography, art, archeology and geo-localization thanks to its several complementary aspects. We introduce in this paper a new framework for 3D objects content-based retrieval based on a 2D photography approach. A new alignment process that is able to find canonical views consistently through scenes/objects and a new coarse-to-fine description and matching method used for ranking are our contributions. The results are presented through an international benchmarking and showing clearly the good performance of our framework with respect to the other participants.

引用

页码：1437 / 1440

页数：4

共 50 条

[21] Ontology Framework for Content-Based 3D Model Retrieval [J].

黄世国 ;

周明全 ;

耿国华 ;

宁正元 ;

王克刚 .

Journal of Donghua University(English Edition), 2010, 27 (02) :242-245

[22] Content-based information retrieval for VRML 3D objects [J].

Wang, CS ;

Shih, TK ;

Huang, CH ;

Chen, JF .

AINA 2003: 17TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, 2003, :386-391

[23] Spin images and neural networks for efficient content-based retrieval in 3D object databases [J].

de Alarcón, PA ;

Pascual-Montano, AD ;

Carazo, JM .

IMAGE AND VIDEO RETRIEVAL, 2002, 2383 :225-234

[24] Optimal design of 2D/3D hierarchical content-based meshes for multimedia [J].

Celasun, I ;

Melkisetoglu, R ;

Tekalp, AM .

DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS, 2005, 3429 :45-55

[25] Content-based retrieval of 3D models based on multiple aspects [J].

Orio, N ;

Zanuttigh, P ;

Cortelazzo, GA .

2004 IEEE 6TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2004, :339-342

[26] Content-Based Image Retrieval Using Combined 2D Attribute Pattern Spectra [J].

Tushabe, Florence ;

Wilkinson, Michael. H. F. .

ADVANCES IN MULTILINGUAL AND MULTIMODAL INFORMATION RETRIEVAL, 2008, 5152 :554-561

[27] A Bayesian approach to 3D object recognition using linear combination of 2D views [J].

Zografos, Vasileios ;

Buxton, Bernard F. .

VISAPP 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 2, 2008, :295-298

[28] View-based 3D object retrieval with discriminative views [J].

Wang, Dong ;

Wang, Bin ;

Zhao, Sicheng ;

Yao, Hongxun ;

Liu, Hong .

NEUROCOMPUTING, 2017, 252 :58-66

[29] Hierarchical 2D content-based mesh tracking for video object [J].

Zhuang, N ;

van Beek, PJL ;

Celasun, I ;

Tekalp, AM .

VISUAL COMMUNICATIONS AND IMAGE PROCESSING '99, PARTS 1-2, 1998, 3653 :1168-1177

[30] Watermark recovery from 2D views of a 3D video object [J].

Garcia, E ;

Dugelay, JL .

SECURITY AND WATERMARKING OF MULTIMEDIA CONTENTS V, 2003, 5020 :471-480

← 1 2 3 4 5 →