Publications

Integrating Large Multi-Modal Models for Automated Powdery Mildew Phenotyping in Grapevines

Yiyuan Lin, Zachary Dashner, Ana Jimenez, Dustin Wilkerson, Lance Cadle-Davidson, Summaira Riaz, Yu Jiang, Artificial Intelligence in Agriculture (under review), 2026

SAM-CLIP-Thermal: Leveraging Large Multimodal Models for Reliable and Scalable Annotation of Thermal Image Segmentation in Field Plant Phenotyping

Yiyuan Lin, Chenjiao Tan, Changying Li, Yu Jiang, Computers and Electronics in Agriculture (under review), 2025

DATR: Diffusion-based 3D Apple Tree Reconstruction Framework with Sparse-View

Tian Qiu, Alan Zoubi, Yiyuan Lin, Ruiming Du, Lailiang Cheng, Yu Jiang, IEEE Robotics and Automation Letters (RA-L), 2025

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Automated rice phenology stage mapping using UAV images and deep learning

Xiangyu Lu, Jun Zhou, Rui Yang, Zhiyan Yan, Yiyuan Lin, Jie Jiao, Fei Liu, Drones, 2023

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Effective integration of vision foundational models for semantic segmentation to quantify grape foliage powdery mildew infection

2024 ITSC Best Paper Award
Yiyuan Lin, Anna Underhill, Lance Cadle-Davison, Ana Jimenez, Summaira Riaz, Yu Jiang, ASABE Annual International Meeting, 2024

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