Combined Use of FCN and Harris Corner Detection for Counting Wheat Ears in Field Conditions

Combined Use of FCN and Harris Corner Detection for Counting Wheat Ears in Field Conditions

Accurate counting of wheat ears in field conditions is vital to predict yield and for crop breeding. To quickly and accurately obtain the number of wheat ears in a field, we propose herein a method to count wheat ears based on fully convolutional network (FCN) and Harris corner detection. The techni...

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Bibliographic Details
Main Authors: Daoyong Wang, Yuanyuan Fu, Guijun Yang, Xiaodong Yang, Dong Liang, Chengquan Zhou, Ning Zhang, Hongya Wu, Dongyan Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Wheat-ear counting
fully convolutional network
wheat-ear adhesion
Harris corner detection
field conditions
Online Access:https://ieeexplore.ieee.org/document/8930513/

Internet

https://ieeexplore.ieee.org/document/8930513/

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