Recognition of cotton growth period for precise spraying based on convolution neural network

Recognition of cotton growth period for precise spraying based on convolution neural network

Dynamic acquisition of crop morphology is beneficial to real-time variable decision of precise spraying operations in fields. However, the existing spraying quantity regulation has high tolerance on the statistical characteristics of regional morphology, so expensive LiDAR and ultrasonic radar can&#...

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Bibliographic Details
Main Authors: Shanping Wang, Yang Li, Jin Yuan, Laiqi Song, Xinghua Liu, Xuemei Liu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2021-06-01
Series:Information Processing in Agriculture
Subjects:
Precision spraying
Growth period of cotton
Target perception
Convolution neural network
Image classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317319303397

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