This page gives an overview of code and data related to super-resolution publications. Please feel free to e-mail any additions or corrections you may have. We would be happy to add them.
Software with graphical user interface (GUI)
- MDSP Resolution Enhancement Software (Matlab) by Sina Farsiu and Dirk Robinson at the MDSP Lab, University of California at Santa Cruz
- Related publications:
- S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Advances and Challenges in Super-Resolution, Invited Paper, International Journal of Imaging Systems and Technology, Special Issue on High Resolution Image Reconstruction, vol. 14, no. 2, pp. 47-57, 2004.
- S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Fast and Robust Multi-frame Super-resolution, IEEE Transactions on Image Processing, vol. 13, no. 10, pp. 1327-1344, October 2004.
- S. Farsiu, M. Elad, and P. Milanfar, Multi-Frame Demosaicing and Super-Resolution of Color Images, IEEE Trans. on Image Processing, vol. 15, no. 1, pp. 141-159, January 2006.
- S. Farsiu, M. Elad, and P. Milanfar, Video-to-Video Dynamic Superresolution for Grayscale and Color Sequences, EURASIP Journal of Applied Signal Processing, Special Issue on Superresolution Imaging, Volume 2006, Article ID 61859, Pages 1-15.
- Super-Resolution GUI (Matlab and C versions) by Murat Gevrekci at the Image Processing Lab, Louisiana State University
- Related publications:
- M. Gevrekci and B. K. Gunturk, Superresolution under Photometric Diversity of Images, EURASIP Journal on Advances in Signal Processing, 2007.
- M. Gevrekci and B. K. Gunturk, Super-Resolution Approaches for Photometrically Diverse Image Sequences, ICASSP 2007.
- B. K. Gunturk and M. Gevrekci, High-Resolution Image Reconstruction from Differently Exposed Images, IEEE Signal Processing Letters, vol.13, no. 4, pp.197-200, April 2006.
- Super Resolution for Astrophotography by R. Marsh et al. at University of North Dakota
- Related publications:
- R. Marsh, T. R. Young, T. Johnson and D. Smith, Enhancement of Small Telescope Images Using Super-Resolution Techniques, The Publications of the Astronomical Society of the Pacific, Volume 116, Issue 819, pp. 477-481.
- Super-resolution software by Masayuki Tanaka at Okutomi and Tanaka Lab, Tokyo Institute of Technology
- Related publications:
- M. Tanaka and M. Okutomi, A Fast MAP-Based Superresolution Algorithm for General Motion, Proc. SPIE-IS&T Electronic Imaging 2006, SPIE Vol. 6065-49, pp. 1-12, 2006.
- M. Tanaka and M. Okutomi, Color Super-Resolution using Hand-Held Camera, International Conference on Instrumentation, Control and Information Technology (SICE2005), pp.2096-2100, 2005.
- M. Tanaka and M. Okutomi, Theoretical Analysis on Reconstruction-Based Super-Resolution for an Arbitrary PSF, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol.II, pp.947-954, 2005.
- T. Gotoh and M. Okutomi, Direct Super-Resolution and Registration Using Raw CFA Images, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol.II, pp.600-607, 2004.
- M. Shimizu, T. Yano, and M. Okutomi, Super-Resolution under Image Deformation, International Conference on Pattern Recognition, 2004.
- T. Gotoh and M. Okutomi, Color Super Resolution from a Single-CCD, The IEEE Workshop on Color and Photometric Methods in Computer Vision, 2003.
- Super-resolution Matlab GUI by Patrick Vandewalle at LCAV, EPFL
- Related publications:
- P. Vandewalle, S. Süsstrunk 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), Vol. 2006, pp. Article ID 71459, 14 pages, 2006.
Software without graphical user interface
- Video Epitomes by Vincent Cheung at the Probabilistic and Statistical Inference Group, University of Toronto
- Related publications:
- V. Cheung, B. J. Frey, and N. Jojic, Video epitomes, Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2005, (Best paper honourable mention award).
- V. Cheung, B. J. Frey, and N. Jojic, Video epitomes, Intern. Journal of Computer Vision (IJCV), 2007.
- N. Jojic, B. J. Frey, and A. Kannan, Epitomic analysis of appearance and shape, In Proc. IEEE Conf. Computer Vision (ICCV), 2003.
- Matlab/Mex Super-resolution Code by Lyndsey C. Pickup at VGG, University of Oxford
- Related publications:
- L. C. Pickup, Machine Learning in Multi-frame Image Super-resolution, PhD thesis, 2008.
- L. C. Pickup, D. P. Capel, S. J. Roberts and A. Zisserman, Overcoming Registration Uncertainty in Image Super-Resolution: Maximize or Marginalize?, EURASIP Journal on Advances in Signal Processing, 2007.
- L. C. Pickup, S. J. Roberts and A. Zisserman, Optimizing and Learning for Super-resolution, Proceedings of the British Machine Vision Conference, 2006.
- D. C. Capel, Image Mosaicing and Super-resolution, PhD thesis, 2001.
- Super-resolution Matlab code by Patrick Vandewalle at LCAV, EPFL
- Related publications:
- P. Vandewalle, S. Süsstrunk and M. Vetterli, A Frequency Domain Approach to Registration of Aliased Images with Application to Super-Resolution, EURASIP Journal on Applied Signal Processing, pp. 1-14, 2006.
- Super-resolution Matlab code by Patrick Vandewalle at LCAV, EPFL
- Related publications:
- P. Vandewalle, L. Sbaiz, J. Vandewalle and M. Vetterli, Super-Resolution from Unregistered and Totally Aliased Signals using Subspace Methods, IEEE Transactions on Signal Processing, 55 (7, part 2), pp. 3687-3703, 2007.
- Super-resolution Matlab code by Patrick Vandewalle at LCAV, EPFL
- Related publications:
- L. Sbaiz, P. Vandewalle and M. Vetterli, Groebner Basis Methods for Multichannel Sampling with Unknown Offsets, Applied and Computational Harmonic Analysis, 25 (3), pp. 277-294, 2008.
- Super-resolution Matlab code by Patrick Vandewalle at LCAV, EPFL
- Related publications:
- P. Vandewalle, Super-Resolution from Unregistered Aliased Images, PhD thesis, Ecole Polytechnique Fédérale de Lausanne, nr. 3591, 2006.