/DeepCNN_Polsar

This code is for the paper "PolSAR Image Classification based on Deep Convolutional Neural Networks and Wavelet Transformation" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

DeepCNN_PolSAR

This code is for the paper "PolSAR Image Classification based on Deep Convolutional Neural Networks and Wavelet Transformation" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

A. Jamali, M. Mahdianpari, F. Mohammadimanesh, A. Bhattacharya and S. Homayouni, "PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation," in IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 4510105, doi: 10.1109/LGRS.2022.3185118.

Model

We utilized the codes of the Haar wavelet transformation from the codes avaialble at: https://github.com/tanmay-ty/SpectralNET