Author

Li Zhang

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Open access Sep 2026

PineSight: The Model Improving Pine Wilt Disease Detection in Illumination-Degraded UAV Imagery

Pine wilt disease (PWD) is a highly destructive forest disease. However, when PWD datasets are constructed, and image detection is conducted, Unmanned Aerial Vehicle (UAV)-based remote sensing detection often encounters the challenge of illumination-degraded UAV imagery. To address this problem, we propose a model call...

Jun-Sheng Yao, Meng-Qian Zhang, Xin-Rui Lv et al. · Remote Sensing · 0 citations

Open access Sep 2026

Flora-YOLO: A lightweight framework for real-time rose grading on edge devices via structural optimization and feature refinement

Precise flower grading in modern agriculture is critical for determining market value but remains hindered by inefficient manual labor and the computational constraints of edge devices. To address these challenges, this paper introduces Flora-YOLO, a lightweight and robust detection framework built upon the YOLO11n arc...

Wen-Wei Liu, Jin-Yu Xu, Guo-Ao Wang et al. · PLoS ONE · 0 citations