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Dual-guided asymmetric MP-former for rice root instance segmentation

Yun Liang Run Zheng Nifa Wang Zihao Wu Dong Wang Yanxia Zhang

植物表型组学（英文）2026，Vol.8Issue(1)：260-272,13.

植物表型组学（英文）2026，Vol.8Issue(1)：260-272,13.DOI:10.1016/j.plaphe.2026.100177

Dual-guided asymmetric MP-former for rice root instance segmentation

Yun Liang ¹Run Zheng ¹Nifa Wang ²Zihao Wu ¹Dong Wang ¹Yanxia Zhang³

作者信息

1. College of Mathematics and Informatics,South China Agricultural University,Guangzhou,510642,China
2. College of Agriculture,South China Agricultural University,Guangzhou,510642,China
3. College of Agriculture,South China Agricultural University,Guangzhou,510642,China||Key Laboratory for Enhancing Resource Use Efficiency of Crops in South China,Ministry of Agriculture and Rural Affairs,South China Agricultural University,Guangzhou,510642,China
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摘要

关键词

High-throughput phenotyping/Rice root/Deep learning/Instance segmentation

Key words

High-throughput phenotyping/Rice root/Deep learning/Instance segmentation

引用本文复制引用

Yun Liang,Run Zheng,Nifa Wang,Zihao Wu,Dong Wang,Yanxia Zhang..Dual-guided asymmetric MP-former for rice root instance segmentation[J].植物表型组学（英文）,2026,8(1):260-272,13.

基金项目

This research was supported by the Key Research and Development Program of Guangdong Province(2025B0202050003),the key R&D project of Guangzhou(2024B03J1358),Natural Science Foundation of Guangdong Province(2025A1515010803),Guangdong Province Seed Industry Revitalization Initiative Project(2025-ZJS-00-002):Develop-ment of Phenomics Research Platform for Rice in Field Environments,the Biological Breeding-National Science and Technology Major Project(2023ZD04072),General Program of the National Natural Science Foundation of China(NSFC)(32470309),Department of Science and Technology of Guangdong Province and Guangdong basic and applied basic research foundation(2025A1515012425),Special Project for the Construction of Interdisciplinary Innovation Teams in First-Class Disci-plines(20250922A01). （2025B0202050003）

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