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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
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/12/23
Pest recognition
Convolutional neural networks
Addernet
Energy consumption
Pest Region Detection in Complex Backgrounds via Contextual Information and Multi-Scale Mixed Attention Mechanism
期刊论文
AGRICULTURE-BASEL, 2022, 卷号: 12
作者:
Zhang, Wei
;
Sun, Youqiang
;
Huang, He
;
Pei, Haotian
;
Sheng, Jiajia
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/12/23
early pest control
pest region
small object
context
attention mechanism
feature fusion
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
作者:
Luca Butera
;
Alberto Ferrante
;
Mauro Jermini
;
Mauro Prevostini
;
Cesare Alippi
收藏
  |  
浏览/下载:82/0
  |  
提交时间:2021/11/03
Computer vision
machine learning
neural network
pest insect
pest monitoring
Popillia japonica
precise agriculture
Deep Learning Based Automatic Multiclass Wild Pest Monitoring Approach Using Hybrid Global and Local Activated Features
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17
作者:
Liu, Liu
;
Xie, Chengjun
;
Wang, Rujing
;
Yang, Po
;
Sudirman, Sud
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  |  
浏览/下载:50/0
  |  
提交时间:2021/09/06
Feature extraction
Monitoring
Machine learning
Object detection
Agriculture
Proposals
Image recognition
Convolutional neural network (CNN)
global activated feature pyramid network
local activated region proposal network
pest monitoring
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
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  |  
浏览/下载:39/0
  |  
提交时间:2021/11/01
Deep learning
Object detection
Small pests
Attention mechanism
Region proposals
Convolutional neural network based automatic pest monitoring system using hand-held mobile image analysis towards non-site-specific wild environment
期刊论文
Computers and Electronics in Agriculture, 2021
作者:
Xie CJ(谢成军)
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浏览/下载:0/0
  |  
提交时间:2022/12/27
Recognition and counting of wheat mites in wheat fields by a three-step deep learning method
期刊论文
NEUROCOMPUTING, 2021, 卷号: 437
作者:
Chen, Peng
;
Li, WeiLu
;
Yao, SiJie
;
Ma, Chun
;
Zhang, Jun
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  |  
浏览/下载:110/0
  |  
提交时间:2021/05/10
Pest identification
Pest counting
Convolutional neural network
Region proposal network
AgriPest: A Large-Scale Domain-Specific Benchmark Dataset for Practical Agricultural Pest Detection in the Wild
期刊论文
SENSORS, 2021, 卷号: 21
作者:
Wang, Rujing
;
Liu, Liu
;
Xie, Chengjun
;
Yang, Po
;
Li, Rui
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  |  
浏览/下载:22/0
  |  
提交时间:2021/04/26
pest detection
agricultural dataset
AgriPest
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
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2020/10/23
Agricultural pests
Data set
Object detection
Deep learning
Deep Learning based Automatic Multi-Class Wild Pest Monitoring Approach using Hybrid Global and Local Activated Features
期刊论文
IEEE Transactions on Industrial Informatics, 2020
作者:
Xie CJ(谢成军)
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  |  
浏览/下载:0/0
  |  
提交时间:2022/12/27
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