UM
An experimental comparison of similarity assessment measures for 3D models on constrained surface deformation
Quan L.; Yang Z.
2010-08-25
Source PublicationAIP Conference Proceedings
Volume1233
IssuePART 1
Pages1202-1206
AbstractTo address the issues in the area of design customization, this paper expressed the specification and application of the constrained surface deformation, and reported the experimental performance comparison of three prevail effective similarity assessment algorithms on constrained surface deformation domain. Constrained surface deformation becomes a promising method that supports for various downstream applications of customized design. Similarity assessment is regarded as the key technology for inspecting the success of new design via measuring the difference level between the deformed new design and the initial sample model, and indicating whether the difference level is within the limitation. According to our theoretical analysis and pre-experiments, three similarity assessment algorithms are suitable for this domain, including shape histogram based method, skeleton based method, and U system moment based method. We analyze their basic functions and implementation methodologies in detail, and do a series of experiments on various situations to test their accuracy and efficiency using precision-recall diagram. Shoe model is chosen as an industrial example for the experiments. It shows that shape histogram based method gained an optimal performance in comparison. Based on the result, we proposed a novel approach that integrating surface constrains and shape histogram description with adaptive weighting method, which emphasize the role of constrains during the assessment. The limited initial experimental result demonstrated that our algorithm outperforms other three algorithms. A clear direction for future development is also drawn at the end of the paper. © 2010 American Institute of Physics.
Keyword3D Similarity Assessment Design Re-usage Shape Histogram Surface Deformation
DOI10.1063/1.3452074
URLView the original
Language英語
全文获取链接
引用统计
Document TypeConference paper
专题University of Macau
AffiliationUniversidade de Macau
推荐引用方式
GB/T 7714
Quan L.,Yang Z.. An experimental comparison of similarity assessment measures for 3D models on constrained surface deformation[C],2010:1202-1206.
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
Google Scholar
中相似的文章 Google Scholar
[Quan L.]的文章
[Yang Z.]的文章
Baidu academic
中相似的文章 Baidu academic
[Quan L.]的文章
[Yang Z.]的文章
Bing Scholar
中相似的文章 Bing Scholar
[Quan L.]的文章
[Yang Z.]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。