User-Adaptive Sketch-Based 3-D CAD Model Retrieval
文献类型：期刊论文
| 作者 | Liu, Yong-Jin; Luo, Xi; Joneja, Ajay; Ma, Cui-Xia; Fu, Xiao-Lan ; Song, Dawei
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| 刊名 | IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
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| 出版日期 | 2013 |
| 卷号 | 10期号:3页码:783-795 |
| 关键词 | 3-D CAD model retrieval conceptual design sketch generation sketch similarity |
| ISSN号 | 1545-5955 |
| 产权排序 | 4 |
| 通讯作者 | Liu, YJ (reprint author), Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China. |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 学科主题 | Industrial and Organizational Psychology |
| 类目[WOS] | Automation & Control Systems |
| 研究领域[WOS] | Automation & Control Systems |
| 关键词[WOS] | MECHANICAL COMPONENTS ; DESIGN REUSE ; SIMILARITY |
| 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. |
| 语种 | 英语 |
| WOS记录号 | WOS:000321339200029 |
| 源URL | [http://ir.psych.ac.cn/handle/311026/10759]  |
| 专题 | 心理研究所_认知与发展心理学研究室 |
| 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,&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. |
入库方式： OAI收割
来源：心理研究所
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