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Hyperspectral_Image_Classification_Codes

This project aims to provide some baseline comparing methods for the task of supervised HSI classification.

This code is protected by the MIT licence. Please cite our paper if you use this code in your code:

[1] Xiangyong Cao, Lin Xu, Deyu Meng, Qian Zhao, Zongben Xu, Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification, Neurocomputing 2017.

[2] Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu and John Paisley, Hyperspectral image segmentation with Markov random fields and a convolutional neural network, arXiv:1705.00727.

If you have any question in using the code, welcom to contact Xiangyong Cao (caoxiangyong45@gmail.com).

This project is still ongoing.

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This project aims to provide some baseline comparing methods for the task of supervised HSI classification.

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  • C++ 64.0%
  • Python 23.9%
  • MATLAB 12.0%
  • Makefile 0.1%