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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.
2013
发表期刊IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
ISSN1545-5955
文章类型期刊论文
卷号10期号:3页码:783-795
产权排序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
收录类别SCI
语种英语
项目资助者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]
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研究方向Automation & Control Systems
WOS类目Automation & Control Systems
WOS记录号WOS:000321339200029
WOS标题词Science & Technology ; Technology
关键词[WOS]MECHANICAL COMPONENTS ; DESIGN REUSE ; SIMILARITY
引用统计
被引频次:29[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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