Automatic estimation of heading date of paddy rice using deep learning

Automatic estimation of heading date of paddy rice using deep learning

Abstract Background Accurate estimation of heading date of paddy rice greatly helps the breeders to understand the adaptability of different crop varieties in a given location. The heading date also plays a vital role in determining grain yield for research experiments. Visual examination of the cro...

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Bibliographic Details
Main Authors: Sai Vikas Desai, Vineeth N. Balasubramanian, Tokihiro Fukatsu, Seishi Ninomiya, Wei Guo
Format: Article
Language:English
Published: BMC 2019-07-01
Series:Plant Methods
Subjects:
Heading date
Panicle detection
Convolutional neural networks
Sliding window
Online Access:http://link.springer.com/article/10.1186/s13007-019-0457-1

Internet

http://link.springer.com/article/10.1186/s13007-019-0457-1

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