姓名 ：

韓曉琳

導師 ：

孫衛東

聯繫方式 ：

hxl15@mails.cvcvv.com

所屬專業 ：

信息與通信工程

研究成果題目 ：

基於稀疏表示與深度學習的遙感圖像融合與光譜超解像度算法研究

研究成果簡介 ：

[1] Han X, Yu J, Xue J-H, Sun W. Hyperspectral and multispectral image fusion using optimized twin dictionaries, IEEE Transactions on Image Processing (TIP), vol. 29, pp. 4709-4720, 2020.

[2] Han X, Yu J, Luo J, Sun W. Hyperspectral and multispectral image fusion using cluster-based multi-branch BP neural networks, Remote Sensing, vol. 11, no. 10, pp. 1173, 2019.

[3] Han X, Yu J, Luo J, Sun W. Reconstruction from multispectral to hyperspectral image using spectral library based dictionary learning, IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 57, no. 3, pp. 1325-1335, 2018.

[4] Han X, Yu J, Xue J-H, Sun W. Spectral super-resolution for RGB images using class-based BP neural networks, In 2018 Digital Image Computing: Techniques and Applications (DICTA), Canberra, Australia, pp. 721-727, 2018.12.10-13.

[5] Han X, Luo J, Yu J, Sun W. Hyperspectral image fusion based on non- factorization sparse representation and error matrix estimation, IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 1155-1159, Montreal, Canada, 2017.11.14-16.

[6] Han X, Yu J, Sun W. Hyperspectral image super-resolution based on non- factorization sparse representation and dictionary learning, IEEE International Conference on In Image Processing (ICIP), pp. 963-966, Beijing, China, 2017.9.17-20.

[7] 韓曉琳 ，劉天嬌 ，孫衛東. 一種基於少數波段高解像度圖像的光譜重建方法: 中國發明專利, ZL201710022913.7.

成果視頻連結 ：

http://