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Constructing three-dimensional plant stems model from images

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成果类型:
期刊论文
作者:
Xia, Dan*;Yang, Fei;Xu, Shengyong;Li, Dehua;Li, Qingguang
通讯作者:
Xia, Dan
作者机构:
[Li, Dehua; Xu, Shengyong; Xia, Dan; Li, Qingguang] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Peoples R China.
[Xia, Dan] Cent China Normal Univ, Dept Informat Technol, Wuhan 430079, Peoples R China.
[Yang, Fei] Wuhan Univ, Dept Automat, Wuhan 430072, Peoples R China.
通讯机构:
[Xia, Dan] H
Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Peoples R China.
语种:
英文
关键词:
3D modeling;Image segmentation;3D image processing;Visualization;Visual process modeling;Cameras;Image resolution;3D image reconstruction;Reconstruction algorithms;Optical engineering
期刊:
Optical Engineering
ISSN:
0091-3286
年:
2012
卷:
51
期:
2
页码:
021116
基金类别:
National High Technology Research and Development Program of ChinaNational High Technology Research and Development Program of China [2008AA10Z222]; Key Laboratory of Transients in Hydraulic Machinery, Ministry of Education, ChinaMinistry of Education, China
机构署名:
本校为其他机构
院系归属:
教育信息技术学院
摘要:
Modeling the three-dimensional (3-D) shape of plant stems is important in the study of plant growth in precision agriculture. To construct a 3-D model of real plant stems from images quickly, a novel volumetric method based on line-based models is proposed. Line-based models are constructed on the coarse 3-D skeleton of the plant stems, then carved with respect to silhouette consistency. The surface points on the plant stems are calculated from line-based models. Finally, a mesh surface model can be extracted from the surface points. The proposed method can give precise results together with l...

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