About Me

👨🏼‍🌾Hi! This is Xiangyu, a Ph.D. candidate in iGE-Lab/Prof. LIU at Zhejiang University (ZJU). ⚡My research focuses on UAV-based remote sensing, image segmentation and super-resolution, especially in Agro&Ecological scenes. 🎓I anticipate to graduate by the end of this year and is currently seeking academic positions.

🍀I have been working on the Weakly Supervised Weed Segmentation using the class-activation-map from severity-grading model on UAV images during 2024. I constructed a varianve-attention enhanced Diffusion Model for effective field UAV image super-resolution during 2023, which is promised to bridge UAV and satellite🛰️ data to achieve large-area remote sensing image refinement. 🐣In 2022, I designed a direct geo-locating and trait-mapping workflow for UAV image sequence, to achieve the real-time monitorning of crop field. 🔑 I am now working on the Paddy field abnormal region (pest/disease stress) segmentation and preparing my doctoral thesis.

💡My future interests is to explore learning-based vision systems through UAV and remote sensing data, toward intelligent environmental perception and understanding of Agro-Ecological systems🌳.