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Research on straight-line extraction for aerial images

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成果类型:
期刊论文、会议论文
作者:
Li, Chang*;Hu, Min;Liu, Pengcheng
通讯作者:
Li, Chang
作者机构:
[Li, Chang; Liu, Pengcheng] Huazhong Normal Univ, Coll Urban & Environm Sci, Wuhan 430079, Peoples R China.
[Hu, Min] Peoples Liberat Army Commun Command Acad, Wuhan 430010, Peoples R China.
[Hu, Min] China Univ Geosci, Sch Econom & Management, Wuhan 430074, Peoples R China.
通讯机构:
[Li, Chang] H
Huazhong Normal Univ, Coll Urban & Environm Sci, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
line extraction;Wallis filtering;LoG;Canny;Hough transform;perceptual organization;LSTM;aerial image
期刊:
Key Engineering Materials
ISSN:
1013-9826
年:
2010
卷:
439-440
页码:
1203-1208
会议名称:
International Conference on Advanced Measurement and Test (AMT 2010)
会议论文集名称:
Key Engineering Materials
会议时间:
MAY 15-16, 2010
会议地点:
Sanya, PEOPLES R CHINA
会议主办单位:
[Li, Chang;Liu, Pengcheng] Huazhong Normal Univ, Coll Urban & Environm Sci, Wuhan 430079, Peoples R China.^[Hu, Min] Peoples Liberat Army Commun Command Acad, Wuhan 430010, Peoples R China.^[Hu, Min] China Univ Geosci, Sch Econom & Management, Wuhan 430074, Peoples R China.
会议赞助商:
Huazhong Normal Univ, Intelligent Info Tech Assoc, Key Engn Mat Journal
主编:
Wu, YW
出版地:
KREUZSTRASSE 10, 8635 DURNTEN-ZURICH, SWITZERLAND
出版者:
TRANS TECH PUBLICATIONS LTD
机构署名:
本校为第一且通讯机构
院系归属:
城市与环境科学学院
摘要:
Line and plane feature can provide more information than point feature, thus 3D reconstruction based on high-level features, such as line and plane, is an important development trend in Digital Photogrammetry and Computer Vision. Several methods for extracting straight line are researched, and the main procedures can be introduced as follows. Firstly, image is preprocessed by Wallis filtering that is used to enhance the image contrast and reduce the noise, so it is easy to extract more lines. Secondly, Laplacian of Gaussian operator (LoG) and Canny operator algorithms are compared to locate th...

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