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Complex-Valued Convolutional Neural Network and Its Application in PoSAR Image Classification

Requirements:
Matlab

Experimental steps:
The test demo is on Flevoland dataset acquired by the AIRSAR sensor with L band.
run ./Test Demo/TestDemo.m to evaluate the performance of the CV-CNN in PolSAR image classification

The CV-CNN folder stores the implementation process of CV-CNN.

Reference: This CV-CNN code is created based on the DeepLearnToolbox, which is a real CNN open source toolbox.
https://github.com/rasmusbergpalm/DeepLearnToolbox

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  • MATLAB 99.9%
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