DAFFnet: Seed classification of soybean variety based on dual attention feature fusion networks

DAFFnet: Seed classification of soybean variety based on dual attention feature fusion networks

Rapid, accurate seed classification of soybean varieties is needed for product quality control. We describe a hyperspectral image-based deep-learning model called Dual Attention Feature Fusion Networks (DAFFnet), which sequentially applies 3D Convolutional Neural Network (CNN) and 2D CNN. A fusion a...

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Bibliographic Details
Main Authors: Lingyu Zhang, Laijun Sun, Xiuliang Jin, Xiangguang Zhao, Shujia Li
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-04-01
Series:Crop Journal
Subjects:
Soybean seed
Classification
Deep learning
Neural networks
Attention mechanisms
Online Access:http://www.sciencedirect.com/science/article/pii/S2214514125000224
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