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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：37/0  |  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：36/0  |  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：67/0  |  提交时间：2022/03/28
Adaptive anchor  Convolutional neural networks  Feature pyramid network  Multi-class pest detection  
S-RPN: Sampling-balanced region proposal network for small crop pest detection 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 187
作者:  Wang, Rujing;  Jiao, Lin;  Xie, Chengjun;  Chen, Peng;  Du, Jianming;  Li, Rui
收藏  |  浏览/下载：52/0  |  提交时间：2021/11/01
Deep learning  Object detection  Small pests  Attention mechanism  Region proposals  
Fusing multi-scale context-aware information representation for automatic in-field pest detection and recognition 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 169
作者:  Wang, Fangyuan;  Wang, Rujing;  Xie, Chengjun;  Yang, Po;  Liu, Liu
收藏  |  浏览/下载：52/0  |  提交时间：2020/11/26
Convolutional neural network  Context-aware attention network  Multi-projection pest detection model  In-field pest in food crop  
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：142/93  |  提交时间：2019/12/11
Pest classification  Unsupervised feature learning  Dictionary learning  Feature encoding