Design and implementation of plant root 3D architecture measurement system

doi:10.3778/j.issn.1002-8331.1612-0381

Computer Engineering and Applications ›› 2018, Vol. 54 ›› Issue (10): 249-255.DOI: 10.3778/j.issn.1002-8331.1612-0381

Previous Articles Next Articles

Design and implementation of plant root 3D architecture measurement system

CHEN Fuqiang1, ZHOU Xuecheng1，2, LI Yihai1, YANG Zishang1, WANG Gaofeng1, YAN Lulu1

1.College of Engineering, South China Agricultural University, Guangzhou 510642, China
2.South Agricultural Machinery and Equipment Key Lab of Ministry of Education, Guangzhou 510642, China

Online:2018-05-15 Published:2018-05-28

原位根系三维构型测量系统的设计与实现

陈富强1，周学成1，2，李一海1，杨自尚1，王高峰1，闫露露1

1.华南农业大学工程学院，广州 510642
2.南方农业机械关键技术与装备教育部重点实验室，广州 510642

Abstract

Abstract: In order to quantitatively describe and analyze the three-dimensional root architecture, a three-dimensional architecture measurement and analysis system is designed and developed to realize the functions of the three-dimensional visualization of root in situ, detection and analysis of three-dimensional architecture parameters. The system realizes the key algorithms of reading, writing, segmentation, three-dimensional reconstruction and three-dimensional vector model construction of CT images of root in situ. On this basis, automatic detection of three-dimensional root architecture parameters is accomplished. Through testing and analyzing prototype system, the automatic measurement of root three-dimensional architecture parameters has been achieved and the better measurement results have been obtained.

Key words: plant root, 3D architecture, CT images, vector model, system design

摘要： 为定量描述和分析三维根系构型，设计开发了植物根系三维构型测量分析系统，以实现原位根系的三维可视化，以及检测、分析其三维构型参数的功能。系统实现了对原位根系CT序列图像读写、分割、三维重建、三维矢量模型构建等关键算法，并在此基础上完成三维根系构型参数自动检测。通过对原型系统进行初步的测试与分析，初步实现了根系三维构型参数的自动化测量并获得了较好的测量结果。

关键词: 植物根系, 三维构型, CT图像, 矢量模型, 系统设计

CHEN Fuqiang1, ZHOU Xuecheng1，2, LI Yihai1, YANG Zishang1, WANG Gaofeng1, YAN Lulu1. Design and implementation of plant root 3D architecture measurement system[J]. Computer Engineering and Applications, 2018, 54(10): 249-255.

陈富强1，周学成1，2，李一海1，杨自尚1，王高峰1，闫露露1. 原位根系三维构型测量系统的设计与实现[J]. 计算机工程与应用, 2018, 54(10): 249-255.

[1]	ZHANG Fuling, ZHANG Shaomin. Review of Deep Learning Methods Applied to Lung Nodule Detection in CT Images [J]. Computer Engineering and Applications, 2020, 56(13): 20-32.
[2]	YIN Yaoming, ZHANG Dongzhan. Sentence similarity computing based on relation vector model [J]. Computer Engineering and Applications, 2014, 50(2): 198-203.
[3]	LUO Sanding, LIU Qianlan, CHEN Yuanbing, ZOU Zheng. Extern contour extraction research for proximal femur in CT images of hip joint [J]. Computer Engineering and Applications, 2014, 50(11): 167-170.
[4]	CHEN Yue1，2, ZHANG Xiaoguang1. Classification of surface defect images of steel strip by extenics theory [J]. Computer Engineering and Applications, 2013, 49(21): 24-28.
[5]	WANG Achuan, CAO Jun, YU Linying, DAI Tianhong. Research on wood surface defects color image segmentation with improved C-V model [J]. Computer Engineering and Applications, 2012, 48(5): 164-167.
[6]	ZHU Yunhai1，3, TAN Jing2, WU Hongzhi1, WAN Li4, LIU Xiang2. Design and implementation of Jinan municipal infrastructure projects management and decision-making support system [J]. Computer Engineering and Applications, 2012, 48(2): 241-244.
[7]	CHEN Yugan，ZHOU Xuecheng，LE Kai. New method for region growing segmentation of plant root CT image sequences [J]. Computer Engineering and Applications, 2011, 47(28): 158-161.
[8]	ZHANG Fugui，HE Jianxin，YAO Zhendong. Wind profiler radar digital receiver design based on orthogonal sampling [J]. Computer Engineering and Applications, 2011, 47(27): 83-85.
[9]	LUO Sanding，QIN Ling. Segmentation method for proximal femur in CT images of hip joint [J]. Computer Engineering and Applications, 2011, 47(20): 171-174.
[10]	LIANG Hao，YAN Li. Schedulability test of real-time scheduling EDZL algorithm [J]. Computer Engineering and Applications, 2011, 47(2): 60-61.
[11]	ZHOU Jing-cai，YANG Jia-hong，CHEN Yi-bo. Testing architecture based on model driven [J]. Computer Engineering and Applications, 2010, 46(2): 66-68.
[12]	SUN Xiao-peng，FENG Jun-jie，SHAO Ying-an，LI Cui-fang. Application of UML in game system analysis and design [J]. Computer Engineering and Applications, 2010, 46(13): 70-72.
[13]	LIU Si-wei¹，LI Bin¹，TIAN Lian-fang¹，CHEN Ping². Optimization of multi-thresholding segmentation in head CT images [J]. Computer Engineering and Applications, 2009, 45(22): 191-193.
[14]	LUO He^1,2,FU Chao²,HU Xiao-jian². Design and implementation of system of information fusion based on evidence theory [J]. Computer Engineering and Applications, 2008, 44(4): 11-13.
[15]	WANG Wen-xing^1,2. Web based user scalable interest model [J]. Computer Engineering and Applications, 2007, 43(34): 188-191.

Design and implementation of plant root 3D architecture measurement system

原位根系三维构型测量系统的设计与实现

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics