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首页|期刊导航|农业科学学报(英文)|GBiDC-PEST:A novel lightweight model for real-time multiclass tiny pest detection and mobile platform deployment

GBiDC-PEST:A novel lightweight model for real-time multiclass tiny pest detection and mobile platform deployment

Weiyue Xu Ruxue Yang Raghupathy Karthikeyan Yinhao Shi Qiong Su

农业科学学报(英文)2025,Vol.24Issue(7):2749-2769,21.
农业科学学报(英文)2025,Vol.24Issue(7):2749-2769,21.DOI:10.1016/j.jia.2024.12.017

GBiDC-PEST:A novel lightweight model for real-time multiclass tiny pest detection and mobile platform deployment

GBiDC-PEST:A novel lightweight model for real-time multiclass tiny pest detection and mobile platform deployment

Weiyue Xu 1Ruxue Yang 2Raghupathy Karthikeyan 3Yinhao Shi 2Qiong Su3

作者信息

  • 1. Changzhou University,Changzhou 213164,China||Department of Biological and Agricultural Engineering,Texas A&M University,College Station,Texas 77843,United States
  • 2. Changzhou University,Changzhou 213164,China
  • 3. Department of Agricultural Sciences,Clemson University,Clemson,South Carolina 29634,United States
  • 折叠

摘要

关键词

mobile counting/real-time processing/pest detection/tiny object identification/algorithm deployment

Key words

mobile counting/real-time processing/pest detection/tiny object identification/algorithm deployment

引用本文复制引用

Weiyue Xu,Ruxue Yang,Raghupathy Karthikeyan,Yinhao Shi,Qiong Su..GBiDC-PEST:A novel lightweight model for real-time multiclass tiny pest detection and mobile platform deployment[J].农业科学学报(英文),2025,24(7):2749-2769,21.

基金项目

Weiyue Xu acknowledges the support of the Natural Science Foundation of Jiangsu Province,China(BK20240977),the China Scholarship Council(201606850024),the National High Technology Research and Development Program of China(2016YFD0701003),and the Postgraduate Research & Practice Innovation Program of Jiangsu Province,China(SJCX23_1488).Thank Associate Prof.Liu Liu(Hefei University of Technology,China),Prof.J.Alex Thomasson(Mississippi State University,USA),Associate Prof.Yeyin Shi(University of Nebraska-Lincoln,USA),Dr.Mario A.Mendez(Texas A&M University,USA),Zikun Guo(Master,Texas A&M University,USA),Associate Prof.Kiran R.Gadhave(Texas A&M University,USA),Dr.Brent W.Auvermann(Acting Center Director,Texas A&M AgriLife Research,USA),Associate Prof.Jourdan M.Bell(Texas A&M AgriLife Research,USA),and Senior Research Associate Carla Naylor(Texas A&M AgriLife Research,USA)for their assistance in capturing pest images.In addition,thank Dr.William L.Rooney,a regent professor at the Department of AgriLife,Texas A&M University,for the field experiments. (BK20240977)

农业科学学报(英文)

2095-3119

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