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flyakon/README.md

Hi there 👋

I am currently a Postdoc Research Fellow in the Department of Geography at the University of Hong Kong, working with Prof. Shunlin Liang. I received my Ph.D. degree from the Image Processing Center of Beihang University, supervised by Prof. Zhenwei Shi. My primary research interests are in applying deep learning methods, remote sensing data, and remote sensing prior knowledge to achieve applications including crop type recognition in situations with inadequate annotations.

📎 Homepages

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  1. H2Crop H2Crop Public

    Fine-grained Hierarchical Crop Type Classification from Integrated Hyperspectral EnMAP Data and Multispectral Sentinel-2 Time Series: A Large-scale Dataset and Dual-stream Transformer Method

    Python 11

  2. AgriFM AgriFM Public

    Implement code of paper "AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Agriculture mapping"

    Python 45 7

  3. DeepPhysiNet DeepPhysiNet Public

    Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"

    Python 43 10

  4. Geographical-Knowledge-driven-Representaion-Learning Geographical-Knowledge-driven-Representaion-Learning Public

    Python 27 3

  5. Pytorch-CloudMattingGAN Pytorch-CloudMattingGAN Public

    Generative Adversarial Training for Weakly Supervised Cloud Matting, in ICCV 2019

    Python 6 1