PSYCH OpenIR  > 认知与发展心理学研究室
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
Source PublicationIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
ISSN1545-5955
Subtype期刊论文
Volume10Issue:3Pages:783-795
Contribution Rank4
Abstract3-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.
Keyword3-D CAD model retrieval conceptual design sketch generation sketch similarity
Subject AreaIndustrial And Organizational Psychology
Indexed BySCI
Language英语
Funding OrganizationNational 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]
Project Intro.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 Research AreaAutomation & Control Systems
WOS SubjectAutomation & Control Systems
WOS IDWOS:000321339200029
WOS HeadingsScience & Technology ; Technology
WOS KeywordMECHANICAL COMPONENTS ; DESIGN REUSE ; SIMILARITY
Citation statistics
Cited Times:31[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/10759
Collection认知与发展心理学研究室
Corresponding AuthorLiu, YJ (reprint author), Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China.
AffiliationLiu, YJ (reprint author), Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China.
Recommended Citation
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.
Files in This Item:
File Name/Size DocType Version Access License
WOS000321339200029.p(2241KB) 限制开放CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu, Yong-Jin]'s Articles
[Luo, Xi]'s Articles
[Joneja, Ajay]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu, Yong-Jin]'s Articles
[Luo, Xi]'s Articles
[Joneja, Ajay]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu, Yong-Jin]'s Articles
[Luo, Xi]'s Articles
[Joneja, Ajay]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: WOS000321339200029.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.