Automatic Detection of Plant Rows for a Transplanter in Paddy Field Using Faster R-CNN

Automatic Detection of Plant Rows for a Transplanter in Paddy Field Using Faster R-CNN

Uniform plant row spacing in a paddy field is a critical requirement for rice seedling transplanting, as it affects subsequent field management and the crop yield. However, current transplanters are not able to meet this requirement due to the lack of accurate navigation systems. In this study, a pl...

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Bibliographic Details
Main Authors: Shaomin Lin, Yu Jiang, Xueshen Chen, Asim Biswas, Shuai Li, Zihao Yuan, Hailin Wang, Long Qi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Agglomerative hierarchical clustering
convolutional neural network
image
navigation
rice
seedling
Online Access:https://ieeexplore.ieee.org/document/9165066/

Internet

https://ieeexplore.ieee.org/document/9165066/

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