首页|期刊导航|植物表型组学(英文)|DBGCN:Dual-branch Graph Convolutional Network for organ instance inference on sparsely labeled 3D plant data

DBGCN:Dual-branch Graph Convolutional Network for organ instance inference on sparsely labeled 3D plant dataOA

DBGCN:Dual-branch Graph Convolutional Network for organ instance inference on sparsely labeled 3D plant data

Dawei Li;Zhaoyi Zhou;Si Yang;Weiliang Wen

School of Information and Intelligent Science,Donghua University,Shanghai,201620,China||State Key Laboratory of Advanced Fiber Materials(SKLAFM),Donghua University,Shanghai,201620,China||Engineering Research Center of Digitized Textile & Fashion Technology,Ministry of Education,Donghua University,Shanghai,201620,ChinaSchool of Information and Intelligent Science,Donghua University,Shanghai,201620,ChinaInformation Technology Research Center,Beijing Academy of Agriculture and Forestry Sciences,Beijing,100097,China||Beijing Key Lab of Digital Plant,National Engineering Research Center for Information Technology in Agriculture,Beijing,100097,ChinaInformation Technology Research Center,Beijing Academy of Agriculture and Forestry Sciences,Beijing,100097,China||Beijing Key Lab of Digital Plant,National Engineering Research Center for Information Technology in Agriculture,Beijing,100097,China

Organ instance segmentationPlant point cloudPlant phenotypingTransductive learningDual-branch graph convolutional network

Organ instance segmentationPlant point cloudPlant phenotypingTransductive learningDual-branch graph convolutional network

《植物表型组学(英文)》 2026 (2)

118-135,18

This work was supported in part by the National Natural Science Foundation of China(32472001),and in part by Donghua University 2025 Cultivation Project of Discipline Innovation(xkcx-202505).

10.1016/j.plaphe.2026.100188

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