Driving by a Publicly Available RGB Image Dataset for Rice Planthopper Detection and Counting by Fusing Swin Transformer and YOLOv8-p2 Architectures in Field Landscapes

Driving by a Publicly Available RGB Image Dataset for Rice Planthopper Detection and Counting by Fusing Swin Transformer and YOLOv8-p2 Architectures in Field Landscapes

Rice (<i>Oryza sativa</i> L.) has long been threatened by the brown planthopper (BPH, <i>Nilaparvata lugens</i>) and white-backed planthopper (WBPH, <i>Sogatella furcifera</i>). It is difficult to detect and count rice planthoppers from RGB images, and there are a...

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Bibliographic Details
Main Authors: Xusheng Ji, Jiaxin Li, Xiaoxu Cai, Xinhai Ye, Mostafa Gouda, Yong He, Gongyin Ye, Xiaoli Li
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Agriculture
Subjects:
publicly available dataset
rice planthopper
detection and counting
Swin Transformer-based module
YOLOv8-p2 architecture
field landscapes
Online Access:https://www.mdpi.com/2077-0472/15/13/1366
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