arrow
返回

Multimodal fusion-based classification method for small-sample imperfect wheat kernels using hyperspectral imaging

delete2026-02-04
delete0
PRE
AI
G
Guangran Bai
T
Tingsong Zhang
L
Lexiao Cai
Z
Ziyuan Liu
Y
Yimin Zhou
Y
Yiqing Xu
T
Tong Sun
L
Lu Zhou *
DOI:10.1016/j.foodcont.2026.112034delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• 基于深度学习框架的小麦质量检测。 • 该模型基于小样本高光谱数据进行分类。 • 小麦质量检测验证:多模态融合数据与机器学习。 • 利用小样本数据实现小麦质量检测的高精度。
Keyword:
Deep learning
Hyperspectral imaging
Wheat quality detection
Small-sample data
Multimodal fusion

期刊

Food Control 封面图
Food Control
IF:
6.3
论文数:
1.2W
被引数:
4.0W

机构

暂无机构信息
引用论文

引用论文

err分享
err收藏
Soybean yield prediction from UAV using multimodal data fusion and deep learning基于多模态数据融合和深度学习的无人机大豆产量预测
err2020-02-01
err588
errOAAI
errMaimaitijiang, Maitiniyazi; Sagan, Vasit; Sidike, Paheding; Hartling, Sean; Esposito, Flavin; Fritschi, Felix B.
err分享
err收藏
Feasibility of near-infrared hyperspectral imaging to differentiate Canadian wheat classes
err2008-09-01
err0
PREAI
errS. Mahesh; A. Manickavasagan; D.S. Jayas; J. Paliwal; N.D.G. White
err分享
err收藏
err分享
err收藏
Near-infrared hyperspectral imaging evaluation of Fusarium damage and DON in single wheat kernels
err2022-12-01
err10
errOAAI
errFemenias, Antoni; Llorens-Serentill, Enric; Ramos, Antonio J.; Sanchis, Vicente; Marin, Sonia
err分享
err收藏
Recent advances in convolutional neural networks卷积神经网络的最新进展
err2018-05-01
err3.8K
errOAAI
errGu, Jiuxiang; Wang, Zhenhua; Kuen, Jason; Ma, Lianyang; Shahroudy, Amir; Shuai, Bing; Liu, Ting; Wang, Xingxing; Wang, Gang; Cai, Jianfei; Chen, Tsuhan
err分享
err收藏
学者 查看更多内容