3D Model Retrieval Using Multiple Features and Manifold Ranking

被引：0

作者：

Hsieh, Cheng-Ta ^{[1
]}

Han, Chin-Chuan ^{[2
]}

Shih, Jau-Ling ^{[3
]}

Lee, Chang-Hsing ^{[3
]}

Fan, Kuo-Chin ^{[1
]}

机构：

[1] Natl Cent Univ, Dept Comp Sci & Informat Engn, Taoyuan, Taiwan

[2] Natl United Univ, Dept Comp Sci & Informat Engn, Miaoli, Taiwan

[3] Chung Hua Univ, Dept Comp Sci & Informat Engn, Hsinchu, Taiwan

来源：

2015 8TH INTERNATIONAL CONFERENCE ON UBI-MEDIA COMPUTING (UMEDIA) CONFERENCE PROCEEDINGS | 2015年

关键词：

3D model retrieval; Manifold ranking; multiple features; adjacency graph; distance metric;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The demand of 3D object retrieval became urgent according to the widely use of 3D printer. In this paper, a 3D object retrieval method is proposed using multiple features and manifold ranking. Five descriptors are concatenated to be a new feature vector of length 792 for 3D object retrieval. They are angular radial transform-based elevation descriptor(ART-ED), principal plane descriptor(PPD), 3D-angular radial transform(3D-ART), shell grid descriptor(SGD), and Grid Distance 2 (GD2). Next, a manifold ranking method is used to re-rank the retrieved results. In addition, various distance metrics are addressed in the construction of manifold graph. The retrieval results on a benchmark dataset SHREC-W have been reported to show the feasibility of the proposed method.

引用

页码：7 / 10

页数：4

共 12 条

[1]

[Anonymous], P ACM WORKSH 3D OBJ

[2]

He J., 2004, P 6 ACM SIGMM INT WO

[3]

Huang T. J., 2012, J INF TECHNOL, V6, P30

[4]

Ohbuchi R., 2012, P ACM MULT 2012 OCT

[5] ART extension for description, indexing and retrieval of 3D objects [J].

Ricard, J ;

Coeurjolly, D ;

Baskurt, A .

PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, 2004, :79-82

[6]

Shih J. L., 2007, P 2 INT C INN COMP I

[7]

Shih J. L., 2005, ELECTRON LETT, V41, P23, DOI DOI 10.1049/EL:20056916

[8]

Shih J. L., 2011, J INFORM TECHNOLOGY, V5, P46

[9]

SHIH JL, 2009, MULTIMED TOOLS APPL, V43, P45, DOI DOI 10.1007/S11042-008-0256-6

[10]

Shih L., 2006, P JOINT C INF SCI

← 1 2 →