Fan Hu received the B.S. degree in communication engineering and Ph.D. degree in signal and information process from Wuhan University, Wuhan, China, in 2011 and 2017 respectively. He is currently a Post-Doc in the Electronic Information School, Wuhan University. He has published more than 10 papers in refereed journals and conferences in these areas. His research interests include high-resolution remote sensing image classification and retrieval, and machine learning, especially deep learning and their applications in remote sensing.

Publications

  • Journal Articles
    • Fast Binary Coding for the Scene Classification of High-resolution Remote Sensing Imagery.
    Fan Hu, Gui-Song Xia, Jingwen Hu, Kan Xu and Liangpei Zhang.
    Remote Sensing,vol.8, no.7, pp.555, 2016.
    [paper]
    Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery.
    Fan Hu, Gui-Song Xia, Jingwen Hu and Liangpei Zhang.
    Remote Sensing, vol.7, no.11, pp.14680-14707, 2015.
    [paper]
    Unsupervised Feature Learning via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
    Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang and Hong Sun.
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.8, no.5, pp.2015-2030, 2015.
    [paper]
    A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery.
    Jingwen Hu, Gui-Song Xia, Fan Hu, Liangpei Zhang.
    Remote Sensing, vol.7, no.11, pp.14988-15013, 2015.
    [paper]
    Multi-level Max-margin Analysis for Semantic Classification of Satellite Images.
    Fan Hu, Gui-Song Xia and Hong Sun.
    Wuhan University Journal of Natural Sciences, vol.20, no.1, pp.47-54, 2015. 该文于2014 年获武汉大学博士生英文科技论文大赛一等奖.
    [paper]
    Tile-level Annotation of Satellite Images Using Multi-level Max-margin Discriminative Random Field.
    Fan Hu, Wen Yang, Jiayu Chen and Hong Sun.
    Remote Sensing, vol.5, no.5, pp.2275-2291,2013.
    [paper]

  • Conference Papers

    • Deep Sparse Representations for Land-Use Scene Classification in Remote Sensing Images.
    Fan Hu, Gui-Song Xia and Liangpei Zhang.
    IEEE International Conference on Signal Processing (ICSP), 2016. (oral)
    [paper]
    Delving into Deep Representations for Remote Sensing Image Retrieval.
    Fan Hu, Xinyi Tong, Gui-Song Xia and Liangpei Zhang.
    IEEE International Conference on Signal Processing (ICSP), 2016.
    [paper]
    Fast Binary Coding For Satellite Image Scene Classification.
    Fan Hu, Gui-Song Xia, Liangpei Zhang and Hong Sun.
    IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015.
    [paper]
    Unsupervised Feature Coding on Local Patch Manifold for Satellite Image Scene Classification.
    Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang and Hong Sun.
    IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014 (oral).
    [paper]
    A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery.
    Jingwen Hu, Gui-Song Xia, Fan Hu, Hong Sun and Liangpei Zhang.
    IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2013.
    [paper]
    Polarimetric Scattering Topic Model for Pol-SAR Image Annotation.
    Leyi Zhou, Jiayu Chen, Fan Hu and Hong Sun.
    IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2013.
    [paper]


    © Team of Computational and Photogrammetric Vision, LIESMARS, Wuhan University