User-Adaptive Sketch-Based 3-D CAD Model Retrieval

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	User-Adaptive Sketch-Based 3-D CAD Model Retrieval
	Liu, Yong-Jin; Luo, Xi; Joneja, Ajay; Ma, Cui-Xia; Fu, Xiao-Lan; Song, Dawei; Liu, YJ (reprint author), Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China.
心理所单位排序	4
摘要	3-D CAD models are an important digital resource in the manufacturing industry. 3-D CAD model retrieval has become a key technology in product lifecycle management enabling the reuse of existing design data. In this paper, we propose a new method to retrieve 3-D CAD models based on 2-D pen-based sketch inputs. Sketching is a common and convenient method for communicating design intent during early stages of product design, e. g., conceptual design. However, converting sketched information into precise 3-D engineering models is cumbersome, and much of this effort can be avoided by reuse of existing data. To achieve this purpose, we present a user-adaptive sketch-based retrieval method in this paper. The contributions of this work are twofold. First, we propose a statistical measure for CAD model retrieval: the measure is based on sketch similarity and accounts for users' drawing habits. Second, for 3-D CAD models in the database, we propose a sketch generation pipeline that represents each 3-D CAD model by a small yet sufficient set of sketches that are perceptually similar to human drawings. User studies and experiments that demonstrate the effectiveness of the proposed method in the design process are presented.
关键词	3-D CAD model retrieval conceptual design sketch generation sketch similarity
学科领域	Industrial And Organizational Psychology
	2013
语种	英语
发表期刊	IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
ISSN	1545-5955
卷号	10 期号:3 页码:783-795
期刊论文类型	期刊论文
收录类别	SCI
项目简介	This work was supported in part by the National Basic Research Program of China under Grant 2011CB302202, the Natural Science Foundation of China under Grant 61272228 and Grant 61173058, and the 863 program of China under Grant 2012AA011801. The work of Y. J. Liu was supported in part by the Program for NCET-11-0273 and TNList Cross-discipline Foundation. The work of A. Joneja was supported in part by Hong Kong UGC GRF under Grant 614309.
WOS关键词	MECHANICAL COMPONENTS ; DESIGN REUSE ; SIMILARITY
WOS标题词	Science & Technology ; Technology
WOS研究方向	Automation & Control Systems
WOS类目	Automation & Control Systems
WOS记录号	WOS:000321339200029
资助机构	National Basic Research Program of China [2011CB302202] ; Natural Science Foundation of China [61272228, 61173058] ; 863 program of China [2012AA011801] ; TNList Cross-discipline Foundation ; Hong Kong UGC GRF [614309] ; [NCET-11-0273]
引用统计	被引频次：50[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.psych.ac.cn/handle/311026/10759
专题	认知与发展心理学研究室
通讯作者	Liu, YJ (reprint author), Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China.
作者单位	Liu, YJ (reprint author), Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China.
推荐引用方式 GB/T 7714	Liu, Yong-Jin,Luo, Xi,Joneja, Ajay,et al. User-Adaptive Sketch-Based 3-D CAD Model Retrieval[J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING,2013,10(3):783-795.
APA	Liu, Yong-Jin.,Luo, Xi.,Joneja, Ajay.,Ma, Cui-Xia.,Fu, Xiao-Lan.,...&Liu, YJ .(2013).User-Adaptive Sketch-Based 3-D CAD Model Retrieval.IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING,10(3),783-795.
MLA	Liu, Yong-Jin,et al."User-Adaptive Sketch-Based 3-D CAD Model Retrieval".IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 10.3(2013):783-795.

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