个人简介
2004年9月 ~ 2008年6月,中国海洋大学,电子工程系,本科
2008年9月 ~ 2011年6月,中国科学技术大学,电子工程与信息科学系,硕士
2011年7月 ~ 2014年7月,香港中文大学, 地理与资源管理系,博士
研究领域
机器学习与遥感图像处理。主要侧重于稀疏表示,遥感图像时空谱融合,图像分割,图像去噪以及定量遥感反演
近期论文
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1. Huihui Song, Bo Huang, Qingshan Liu, and Kaihua Zhang. Improving the spatial resolution of Landsat TM/ETM+ through fusion with SPOT5 images via learning-based super-resolution.IEEE Transactions on Geoscience and Remote Sensing, 53(3), 1195-1204, 2015.
2. Huihui Song, Guojie Wang, Kaihua Zhang. Hyperspectral image denoising via low-rank matrix recovery. Remote Sensing Letters, 5(10), 872-881, 2014.
3. Huihui Song, Guojie Wang, and Kaihua Zhang. Multiple change detection for multispectral remote sensing images via joint sparse representation. Optical Engineering, vol. 53, issue 12, pp. 1-8, 2014.
4. Huihui Song. Active contours driven by regularised gradient flux flows for image segmentation. IET Electronics Letters, 50(14), 992-994, 2014.
5. Huihui Song, Bo Huang, Kaihua Zhang and Hankui Zhang. Spatio-Spectral fusion of Satellite Images based on Dictionary-pair Learning. Information Fusion, 18, 148-160, 2014.
6. Huihui Song, Bo Huang, Kaihua Zhang. Shadow Detection and Reconstruction in High-Resolution Satellite Images via Morphological Filtering and Example-Based Learning. IEEE Transactions on Geoscience and Remote Sensing, 52, 2545-2554, 2014.
7. Huihui Song, Bo Huang, Kaihua Zhang. A Globally Statistical Active Contour Model for Segmentation of Oil Slick in SAR Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6(6), 2403-2409, 2013.
8. Huihui Song and Bo Huang. Spatiotemporal Satellite image fusion through one-pair image learning. IEEE Transactions on Geoscience and Remote Sensing, 51(4), 1883-1896,2013.
9. Huihui Song, Lei Zhang, Peikang Wang, Kaihua Zhang and Xin Li. An adaptive L1-L2 hybrid error model to super-resolution. International Conference on Image Processing, 2010.