HySure is an algorithm to fuse hyperspectral remote sensing images with either multispectral or panchromatic ones. This set of MATLAB files implements the methods described in
[1] M. Simões, J. Bioucas-Dias, L. Almeida, and J. Chanussot, “Hyperspectral image superresolution: An edge-preserving convex formulation,” IEEE Int. Conf. Image Processing, Paris, 2014.
[2] M. Simões, J. Bioucas-Dias, L. Almeida, and J. Chanussot, “A convex formulation for hyperspectral image superresolution via subspace-based regularization,” IEEE Trans. Geosci. Remote Sens., vol. 53, no. 6, pp. 3373-88, June 2015.
See the file LICENSE for copying conditions.
Kindly report any suggestions or corrections to miguel.simoes@lx.it.pt
February 18, 2015
https://github.com/alfaiate/HySure
There are three folders that contain:
'demos': MATLAB script files with some of the examples detailed in [2];
'data': the two different datasets: Pavia and Paris (see [2]);
'src': the source code.
This version of HySure was tested using MATLAB R2014b on a Windows 7 machine.
Copyright (C) 2015 Miguel Simões, José Bioucas-Dias, Luis B. Almeida and Jocelyn Chanussot
This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, version 3 of the License.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.
Miguel Simões: miguel.simoes@lx.it.pt
José Bioucas-Dias: bioucas@lx.it.pt
Luis B. Almeida: luis.almeida@lx.it.pt
Jocelyn Chanussot: jocelyn.chanussot@gipsa-lab.grenoble-inp.fr
Miguel Simões is with Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal and GIPSA-Lab, Université de Grenoble, France. José Bioucas-Dias and Luis B. Almeida are with Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal. Jocelyn Chanussot is with GIPSA-Lab, Grenoble Institute of Technology, France and with the Faculty of Electrical and Computer Engineering, University of Iceland.
This work was partially supported by the Fundação para a Ciência e Tecnologia, Portuguese Ministry of Science and Higher Education, projects PEst-OE/EEI/0008/2013, PTDC/EEI-PRO/1470/2012, and grant SFRH/BD/87693/2012.