Technical Briefs

Shape Similarity Matching With Octree Representations

[+] Author and Article Information
Jingsheng Zhang

Human-Computer Interaction Graduate Program, Iowa State University, Ames, IA 50011jszhang@iastate.edu

Shana Smith1

Department of Mechanical Engineering, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei, 10617 Taiwan (R.O.C.)ssmith@ntu.edu.tw


Corresponding author.

J. Comput. Inf. Sci. Eng 9(3), 034503 (Aug 21, 2009) (5 pages) doi:10.1115/1.3197846 History: Received October 26, 2007; Revised January 03, 2009; Published August 21, 2009

To achieve effective 3D shape retrieval, there is a crucial need for efficient shape matching methods. This paper introduces a new method for 3D shape matching, which uses a simplified octree representation of 3D mesh models. The simplified octree representation was developed to improve time and space efficiency over prior representations. The proposed method also stores octree information in extensible markup language format, rather than in a new proprietary data file type, to facilitate comparing models over the Internet.

Copyright © 2009 by American Society of Mechanical Engineers
Topics: Octrees , Shapes
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Figure 4

An example of search results

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Figure 5

Precision-recall curves (compared with SHAPESIFTER (38))

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Figure 6

Precision-recall curve (for models from ESB (41))

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Figure 1

Example of normalization by PCA

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Figure 2

A 2D shape and its quadtree using our simplified representation method (note that only the quadrants with bold edges contribute to the shape information)

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Figure 3

Two isomorphic trees




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