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结合支持向量机和图割的视频分割
  • ISSN号:1003-9775
  • 期刊名称:《计算机辅助设计与图形学学报》
  • 时间:0
  • 分类:TP391.72[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构:School of Software,Tsinghua University, Tsinghua National Laboratory for Information Science and Technology, Department of Computer Graphics Technology,Purdue University
  • 相关基金:Supported by National Science Foundation of China(61373071)
中文摘要:

We present the solid model edit distance(SMED),a powerful and flexible paradigm for exploiting shape similarities amongst CAD models.It is designed to measure the magnitude of distortions between two CAD models in boundary representation(B-rep).We give the formal definition by analogy with graph edit distance,one of the most popular graph matching methods.To avoid the expensive computational cost potentially caused by exact computation,an approximate procedure based on the alignment of local structure sets is provided in addition.In order to verify the flexibility,we make intensive investigations on three typical applications in manufacturing industry,and describe how our method can be adapted to meet the various requirements.Furthermore,a multilevel method is proposed to make further improvements of the presented algorithm on both effectiveness and efficiency,in which the models are hierarchically segmented into the configurations of features.Experiment results show that SMED serves as a reasonable measurement of shape similarity for CAD models,and the proposed approach provides remarkable performance on a real-world CAD model database.

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期刊信息
  • 《计算机辅助设计与图形学学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国计算机学会
  • 主编:鲍虎军
  • 地址:北京2704信箱
  • 邮编:100190
  • 邮箱:jcad@ict.ac.cn
  • 电话:010-62562491
  • 国际标准刊号:ISSN:1003-9775
  • 国内统一刊号:ISSN:11-2925/TP
  • 邮发代号:82-456
  • 获奖情况:
  • 第三届国家期刊奖提名奖
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,荷兰文摘与引文数据库,美国工程索引,英国科学文摘数据库,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:24752