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A registration method based on profile matching for vegetation canopy measurement

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Measuring the 3D structure of vegetation canopy is of great significance for the validation of remote sensing data and vegetation radiation transfer modeling. When using laser triangulation, because of the limitat ion of the field of view of measuring system, multi-view measurement followed by a registration of the measured point cloud is needed. Most of the existing registration methods cannot be directly applied to our registration task. This paper presents a registration method based on leaf profile matching. Firstly, segment the point cloud into subsets that are correspond to the single leaves. Then the profile of every single leaf is extracted and fitted with splines. Finally, by calculating and matching the parameters of the splines' parameters, the profile of the same leaf in different views are registered, thus the registration of multi-view point cloud is achieved. The experiments on measurement data are presented to show the feasibility of the proposed method.

源语言英语
主期刊名Optical Metrology and Inspection for Industrial Applications III
编辑Sen Han, Toru Yoshizawa, Song Zhang
出版商SPIE
ISBN(电子版)9781628413496
DOI
出版状态已出版 - 2014
活动Optical Metrology and Inspection for Industrial Applications III - Beijing, 中国
期限: 9 10月 201411 10月 2014

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
9276
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议Optical Metrology and Inspection for Industrial Applications III
国家/地区中国
Beijing
时期9/10/1411/10/14

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