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Plant Leaf Segmentation for Estimating Phenotypic Traits

Abstract: 

In this paper we propose a method to segment individual leaves of crop plants from UAV imagery for the purposes of deriving phenotypic properties of the plant. The crop plant used in our study is sorghum Sorghum bicolor (L.) Moench. Phenotyping is a set of methodologies for analyzing and obtaining characteristic traits of a plant. In a phenotypic study, leaves are often used to estimate traits such as individual leaf area and Leaf Area Index (LAI). Our approach is to segment the leaves in polar coordinates using the plant center as the origin. The shape of each leaf is estimated by a shape model. Experimental results indicate that this approach can provide good estimates of leaf phenotypic properties.

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Paper Details

Authors:
Yuhao Chen, Christopher Boomsma, Edward Delp
Submitted On:
25 September 2017 - 6:49pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Javier Ribera
Paper Code:
2887
Document Year:
2017
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Document Files

poster_icip2017.pdf

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[1] Yuhao Chen, Christopher Boomsma, Edward Delp, "Plant Leaf Segmentation for Estimating Phenotypic Traits", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2245. Accessed: Oct. 23, 2017.
@article{2245-17,
url = {http://sigport.org/2245},
author = {Yuhao Chen; Christopher Boomsma; Edward Delp },
publisher = {IEEE SigPort},
title = {Plant Leaf Segmentation for Estimating Phenotypic Traits},
year = {2017} }
TY - EJOUR
T1 - Plant Leaf Segmentation for Estimating Phenotypic Traits
AU - Yuhao Chen; Christopher Boomsma; Edward Delp
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2245
ER -
Yuhao Chen, Christopher Boomsma, Edward Delp. (2017). Plant Leaf Segmentation for Estimating Phenotypic Traits. IEEE SigPort. http://sigport.org/2245
Yuhao Chen, Christopher Boomsma, Edward Delp, 2017. Plant Leaf Segmentation for Estimating Phenotypic Traits. Available at: http://sigport.org/2245.
Yuhao Chen, Christopher Boomsma, Edward Delp. (2017). "Plant Leaf Segmentation for Estimating Phenotypic Traits." Web.
1. Yuhao Chen, Christopher Boomsma, Edward Delp. Plant Leaf Segmentation for Estimating Phenotypic Traits [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2245