Detection and analysis of wheat spikes using Convolutional Neural Networks

Detection and analysis of wheat spikes using Convolutional Neural Networks

Abstract Background Field phenotyping by remote sensing has received increased interest in recent years with the possibility of achieving high-throughput analysis of crop fields. Along with the various technological developments, the application of machine learning methods for image analysis has enh...

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Bibliographic Details
Main Authors: Md Mehedi Hasan, Joshua P. Chopin, Hamid Laga, Stanley J. Miklavcic
Format: Article
Language:English
Published: BMC 2018-11-01
Series:Plant Methods
Subjects:
Plant phenotyping
Spike detection
Deep learning
Field imaging
Statistical analysis
Online Access:http://link.springer.com/article/10.1186/s13007-018-0366-8

Internet

http://link.springer.com/article/10.1186/s13007-018-0366-8

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