This repository contains code for joint optimization of the multispectral bands and the super-resolution network to reconstruct hyperspectral spectra from multispectral signal.

# cd code 

# python download_dataset.py

This script is designed to download and install dataset from the outdoors natural dataset (http://icvl.cs.bgu.ac.il/hyperspectral/) used in our paper.

# python run_BO.py

# python test_cnn.py

# python compute_metrics.py

Please cite the following article if you use the code in this repository:

U. B. Gewali, S. T. Monteiro and E. Saber, "Spectral super-resolution with optimized bands," Remote Sensing, 2019. [article][bibtex]

Utsav Gewali ([email protected])