Phenotyping of architecture traits of loblolly pine trees using stereo machine vision and deep learning: Stem diameter, branch angle, and branch diameter

Nariman Niknejad,Rafael Bidese-Puhl,Yin Bao,Kitt G. Payn,Jingyi Zheng

Computers and Electronics in Agriculture（2023）

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摘要

•3D stereo machine vision and deep learning enable pine tree architecture analysis.•Tree stem diameter, branch angle, and branch diameter are automatically estimated.•The system can assist loblolly pine breeders in selection for superior tree form.

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关键词

Deep Learning,Loblolly Pine,Phenotyping,Stereo 3D Reconstruction,Tree Architecture

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