This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".

If you use this code, pleae cite the following papers in your work.

[1] Xiangyong Cao, Jing Yao, Zongben Xu, Deyu Meng. Hyperspectral Image Classification with Convolutional Neural Network and Active Learning. IEEE Transactions on Geoscience and Remote Sensing, 2020. (https://ieeexplore.ieee.org/document/8978543)

[2] H. Bi, F. Xu, Z. Wei, Y. Xue, and Z. Xu, An active deep learning approach for minimally supervised polsar image classification. IEEE Transactions on Geoscience and Remote Sensing, 2019.

Please follow the instruction in the website: http://shan3ahmed.blogspot.com/2017/08/compile-matconvnet-on-windows.html.

1. To reproduce the experimental results of Section IV. D (1), please run

    matlab CNN_AL_MRF_main.m
   

If you have any question, welcome to contact me ([email protected] / [email protected]).