Joint Demosaicing and Super-Resolution Imaging
Matlab code, GUI, and data to reproduce results from the paper
P. Vandewalle, K. Krichane, D. Alleysson and S. Susstrunk, Joint Demosaicing and Super-Resolution Imaging from a Set of Unregistered Aliased Images, Proc. IS&T/SPIE Electronic Imaging: Digital Photography III, Vol. 6502, 2007. doi: 10.1117/12.703980.
More information at http://lcavwww.epfl.ch/reproducible_research/VandewalleKAS07/
Developed by Karim Krichane and Patrick Vandewalle. Feel free to send any questions/comments to superresolution@epfl.ch
Contents
Acknowledgements
We would like to thank Prof. E. Dubois for sharing his demosaicing code [2] with us, and allowing us to include his code in this GUI.
References of implemented methods
[1] D. Alleysson, S. Susstrunk, and J. H?erault, "Linear demosaicing inspired by the human visual system," IEEE Transactions on Image Processing 14(4), pp. 439?449, 2005. doi: 10.1109/TIP.2004.841200
[2] E. Dubois, "Frequency-domain methods for demosaicking of Bayer-sampled color images", IEEE Signal Processing Letters, vol. 12, pp. 847-850, 2005. doi: 10.1109/LSP.2005.859503
[3] T. Q. Pham, L. J. van Vliet, and K. Schutte, "Robust Fusion of Irregularly Sampled Data Using Adaptive Normalized Convolution," EURASIP Journal on Applied Signal Processing 2006, 2006. Article ID 83268, 12 pages. doi: 10.1155/ASP/2006/83268
[4] P. Vandewalle, S. S?usstrunk, and M. Vetterli, "A Frequency Domain Approach to Registration of Aliased Images with Application to Super-Resolution," EURASIP Journal on Applied Signal Processing, Special Issue on Super-Resolution Imaging 2006, 2006. Article ID 71459, 14 pages. doi: 10.1155/ASP/2006/71459
[5] P. Vandewalle, K. Krichane, D. Alleysson and S. Süsstrunk, "Joint Demosaicing and Super-Resolution Imaging from a Set of Unregistered Aliased Images", Proc. IS&T/SPIE Electronic Imaging: Digital Photography III, Vol. 6502, 2007. doi: 10.1117/12.703980
Copyright
% Copyright (C) 2007 Laboratory of Audiovisual Communications (LCAV), Ecole Polytechnique Federale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
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; either version 2 of the License, or (at your option) any later version. This software 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 (enclosed in the file GPL).
Latest modifications: June 7, 2007.