Simple primitive recognition via hierarchical face clustering

doi:10.1007/s41095-020-0192-6

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	Simple primitive recognition via hierarchical face clustering
	Yang, Xiaolong 1,2; Jia, Xiaohong 1,2
	2020-12-01
发表期刊	COMPUTATIONAL VISUAL MEDIA
ISSN	2096-0433
卷号	6 期号:4 页码:431-443
摘要	We present a simple yet efficient algorithm for recognizing simple quadric primitives (plane, sphere, cylinder, cone) from triangular meshes. Our approach is an improved version of a previous hierarchical clustering algorithm, which performs pairwise clustering of triangle patches from bottom to top. The key contributions of our approach include a strategy for priority and fidelity consideration of the detected primitives, and a scheme for boundary smoothness between adjacent clusters. Experimental results demonstrate that the proposed method produces qualitatively and quantitatively better results than representative state-of-the-art methods on a wide range of test data.
关键词	quadric primitive extraction mesh hierarchical clustering
DOI	10.1007/s41095-020-0192-6
收录类别	SCI
语种	英语
资助项目	National Natural Science of Foundation for Outstanding Young Scholars[12022117] ; National Natural Science Foundation of China[61872354] ; Beijing Natural Science Foundation[Z190004] ; Intelligent Science and Technology Advanced subject project of University of Chinese Academy of Sciences[115200S001]
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering
WOS记录号	WOS:000648692500005
出版者	SPRINGERNATURE
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/58681
专题	中国科学院数学与系统科学研究院
通讯作者	Jia, Xiaohong
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Yang, Xiaolong,Jia, Xiaohong. Simple primitive recognition via hierarchical face clustering[J]. COMPUTATIONAL VISUAL MEDIA,2020,6(4):431-443.
APA	Yang, Xiaolong,&Jia, Xiaohong.(2020).Simple primitive recognition via hierarchical face clustering.COMPUTATIONAL VISUAL MEDIA,6(4),431-443.
MLA	Yang, Xiaolong,et al."Simple primitive recognition via hierarchical face clustering".COMPUTATIONAL VISUAL MEDIA 6.4(2020):431-443.