sanwen211314 / hsi-cnn

Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network

HSI-CNN

This project is a hyperspectral supervised classification model based on convolution neural network. You can get more information from these two papers：Overlappooling 2D-Spectrum

Dependency

• MatConvNet
• LIBSVM

setup

1. setup MatConvNet with CPU or GPU
2. Place the project directly in a matlab environment with the dependency paths described above

running program

data processing

• Data sets used include ‘Indian_Pines’ ‘Salinas’ ‘PaviaU’ ....
• Remove “_corrected" from mat file name

SVM

Run /SVM/HSIClassificationSVM.m

CNN

Run /CNN/modelTrain.m