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LKNet:Enhancing rice canopy panicle counting accuracy with an optimized point-based framework

Ziqiu Li Weiyuan Hong Xiangqian Feng Aidong Wang Hengyu Ma Jinhua Qin Qin Yao Danying Wang Song Chen

植物表型组学(英文)2025,Vol.7Issue(1):25-34,10.
植物表型组学(英文)2025,Vol.7Issue(1):25-34,10.DOI:10.1016/j.plaphe.2025.100003

LKNet:Enhancing rice canopy panicle counting accuracy with an optimized point-based framework

LKNet:Enhancing rice canopy panicle counting accuracy with an optimized point-based framework

Ziqiu Li 1Weiyuan Hong 2Xiangqian Feng 3Aidong Wang 2Hengyu Ma 2Jinhua Qin 3Qin Yao 4Danying Wang 2Song Chen2

作者信息

  • 1. State Key Laboratory of Rice Biology and Breeding China National Rice Research Institute,Chinese Academy of Agricultural Sciences,Hangzhou,310006,Zhejiang China||School of Computer Science and Technology,Zhejiang Sci-Tech University,Hangzhou,310018,Zhejiang China
  • 2. State Key Laboratory of Rice Biology and Breeding China National Rice Research Institute,Chinese Academy of Agricultural Sciences,Hangzhou,310006,Zhejiang China
  • 3. State Key Laboratory of Rice Biology and Breeding China National Rice Research Institute,Chinese Academy of Agricultural Sciences,Hangzhou,310006,Zhejiang China||College of Agriculture,Yangtze University,Jingzhou,434025,Hubei,China
  • 4. School of Computer Science and Technology,Zhejiang Sci-Tech University,Hangzhou,310018,Zhejiang China
  • 折叠

摘要

关键词

Location-based model/UAV/Panicle counting/Rice

Key words

Location-based model/UAV/Panicle counting/Rice

引用本文复制引用

Ziqiu Li,Weiyuan Hong,Xiangqian Feng,Aidong Wang,Hengyu Ma,Jinhua Qin,Qin Yao,Danying Wang,Song Chen..LKNet:Enhancing rice canopy panicle counting accuracy with an optimized point-based framework[J].植物表型组学(英文),2025,7(1):25-34,10.

基金项目

This study was funded by the joint fund for the National Key Research and Development Program of China"Research and demonstration of inte-grative approaches to synergistically improve yield,quality and efficiency in rice production in Southern China"(2022YFD2300700),Zhejiang"Ten thousand talents"plan science and technology innovation leading talent project(2020R52035),the Agricultural Science and Technology Innovation Program(CAAS-ZDRW202001)and the Industry-Academia-Research Cooperation Project of Zhuhai,China(ZH22017001210013PWC). (2022YFD2300700)

植物表型组学(英文)

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