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

ISCAS OpenIR

	User-Adaptive Sketch-Based 3-D CAD Model Retrieval
	Liu, Yong-Jin; Luo, Xi; Joneja, Ajay; Ma, Cui-Xia; Fu, Xiao-Lan; Song, Dawei
	2013
发表期刊	IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
ISSN	1545-5955
卷号	10 期号:3 页码:783-795
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.; 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.
收录类别	SCI
关键词	3-d Cad Model Retrieval Conceptual Design Sketch Generation Sketch Similarity
部门归属	[Liu, Yong-Jin; Luo, Xi] Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China. [Joneja, Ajay] Hong Kong Univ Sci & Technol, Dept Ind Engn & Logist Management, Kowloon, Hong Kong, Peoples R China. [Ma, Cui-Xia] Chinese Acad Sci, Inst Software, Intelligence Engn Lab, Beijing 100190, Peoples R China. [Fu, Xiao-Lan] Chinese Acad Sci, Inst Psychol, Beijing 100101, Peoples R China. [Song, Dawei] Tianjin Univ, Dept Comp Sci & Technol, Tianjin 300072, Peoples R China. [Song, Dawei] Open Univ, Dept Comp, Milton Keynes MK7 6AA, Bucks, England.
语种	英语
WOS记录号	WOS:000321339200029
引用统计
内容类型	期刊论文
URI标识	http://ir.iscas.ac.cn/handle/311060/16925
专题	中国科学院软件研究所
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,&Song, Dawei.(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.