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AM-ResNet: Low-energy-consumption addition-multiplication hybrid ResNet for pest recognition 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 卷号: 202
作者:  Zhang, Li;  Du, Jianming;  Dong, Shifeng;  Wang, Fenmei;  Xie, Chengjun;  Wang, Rujing
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/23
Pest recognition  Convolutional neural networks  Addernet  Energy consumption  
Deep learning based soybean seed classification 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 卷号: 202
作者:  Huang, Ziliang;  Wang, Rujing;  Cao, Ying;  Zheng, Shijian;  Teng, Yue;  Wang, Fenmei;  Wang, Liusan;  Du, Jianming
收藏  |  浏览/下载：41/0  |  提交时间：2022/12/23
Attention mechanism  Image classification  Image segmentation  Lightweight convolutional neural networks  Soybean seed  
CRA-Net: A channel recalibration feature pyramid network for detecting small pests 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 191
作者:  Dong, Shifeng;  Wang, Rujing;  Liu, Kang;  Jiao, Lin;  Li, Rui;  Du, Jianming;  Teng, Yue;  Wang, Fenmei
收藏  |  浏览/下载：74/0  |  提交时间：2022/03/28
Adaptive anchor  Convolutional neural networks  Feature pyramid network  Multi-class pest detection  
Reflectance images of effective wavelengths from hyperspectral imaging for identification of Fusarium head blight-infected wheat kernels combined with a residual attention convolution neural network 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 190
作者:  Weng, Shizhuang;  Han, Kaixuan;  Chu, Zhaojie;  Zhu, Gongqin;  Liu, Cunchuan;  Zhu, Zede;  Zhang, Zixi;  Zheng, Ling;  Huang, Linsheng
收藏  |  浏览/下载：58/0  |  提交时间：2021/11/29
Hyperspectral imaging  Wheat diseases  Variable selection  Feature fusion  Deep learning  
Pest24: A large-scale very small object data set of agricultural pests for multi-target detection 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 175
作者:  Wang, Qi-Jin;  Zhang, Sheng-Yu;  Dong, Shi-Feng;  Zhang, Guang-Cai;  Yang, Jin;  Li, Rui;  Wang, Hong-Qiang
浏览  |  Adobe PDF(2213Kb)  |  收藏  |  浏览/下载：166/70  |  提交时间：2020/10/23
Agricultural pests  Data set  Object detection  Deep learning  
Multi-level learning features for automatic classification of field crop pests 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 卷号: 152, 期号: 无, 页码: 233-241
作者:  Xie, Chengjun;  Wang, Rujing;  Zhang, Jie;  Chen, Peng;  Dong, Wei;  Li, Rui;  Chen, Tianjiao;  Chen, Hongbo
浏览  |  Adobe PDF(2619Kb)  |  收藏  |  浏览/下载：147/96  |  提交时间：2019/12/11
Pest classification  Unsupervised feature learning  Dictionary learning  Feature encoding