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An example-based approach to 3D man-made object reconstruction from line drawings

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成果类型:
期刊论文
作者:
Zou, Changqing;Xue, Tianfan;Peng, Xiaojiang;Li, Honghua;Zhang, Baochang*;...
通讯作者:
Zhang, Baochang
作者机构:
[Zou, Changqing; Peng, Xiaojiang] Hengyang Normal Univ, Hengyang, Hunan, Peoples R China.
[Tan, Ping; Zou, Changqing] Simon Fraser Univ, Burnaby, BC V5A 1S6, Canada.
[Xue, Tianfan] MIT, Cambridge, MA 02139 USA.
[Li, Honghua] Shandong Univ, Jinan, Lixia, Peoples R China.
[Zhang, Baochang] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing, Peoples R China.
通讯机构:
[Zhang, Baochang] B
Beihang Univ, Sch Automat Sci & Elect Engn, Beijing, Peoples R China.
语种:
英文
关键词:
3D reconstruction;Example-based;Line drawing;Probabilistic graphical model
期刊:
Pattern Recognition
ISSN:
0031-3203
年:
2016
卷:
60
期:
1
页码:
543-553
基金类别:
This work is partially supported by the National Natural Science Foundation of China (Grant nos. 61502153 , 61572064 , 61272052 , and 61473086 ), the National Basic Research Program of China ( 2015CB352501 ), the Program for New Century Excellent Talents in University of Ministry of Education of China, Beijing Municipal Science & Technology Commission ( Z161100001616005 ), the Natural Science Foundation of Hunan Province of China ( 2016JJ3031 ), the Construct Program of the Key Discipline in Hunan Province, the Doctorial Start-up Fund of Hengyang Normal University ( 15B22 ), the CICAEET fund , and the PAPD fund . The authors are thankful to Dr. Huixuan Tang for her help on proofreading. The authors thank all reviewers for their thorough and constructive suggestions.
机构署名:
本校为第一机构
摘要:
3D reconstruction from a single 2D line drawing is an important but challenging problem in computer vision. Existed methods usually fail when line drawings contain large degree of noise named sketch errors. In this paper, we present an example-based approach to reconstructing 3D object, either planar or curved, from a single-view line drawing with sketch errors. Our method is to first decompose the input line drawing into primitive components and cluster them into local groups, then turn each group into 3D shapes via a novel example-based algor...

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