MSMT-RTDETR: A Multi-Scale Model for Detecting Maize Tassels in UAV Images with Complex Field Backgrounds

MSMT-RTDETR: A Multi-Scale Model for Detecting Maize Tassels in UAV Images with Complex Field Backgrounds

Accurate detection of maize tassels plays a crucial role in yield estimation of maize in precision agriculture. Recently, UAV and deep learning technologies have been widely introduced in various applications of field monitoring. However, complex field backgrounds pose multiple challenges against th...

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Bibliographic Details
Main Authors: Zhenbin Zhu, Zhankai Gao, Jiajun Zhuang, Dongchen Huang, Guogang Huang, Hansheng Wang, Jiawei Pei, Jingjing Zheng, Changyu Liu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Agriculture
Subjects:
maize tassel
multi-scale target
deep learning
object detection
detection transformer
phenotype
Online Access:https://www.mdpi.com/2077-0472/15/15/1653
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