Crop Pest Recognition in Real Agricultural Environment Using Convolutional Neural Networks by a Parallel Attention Mechanism

Crop pests are a major agricultural problem worldwide because the severity and extent of their occurrence threaten crop yield. However, traditional pest image segmentation methods are limited, ineffective and time-consuming, which causes difficulty in their promotion and application. Deep learning m...

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Bibliographic Details
Main Authors: Shengyi Zhao, Jizhan Liu, Zongchun Bai, Chunhua Hu, Yujie Jin
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.839572/full