Fast single-image super-resolution with filter selection

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 640-644

  Salvador, Jordi ^a   Pérez Pellitero, Eduardo ^a   Kochale, Axel ^a  

^a Image Processing Lab   (Germany)

Author keywords

Cross scale self similarity; Parallel algorithms; Raised cosine; Super resolution

Indexed keywords

GENETIC ALGORITHMS; OPTICAL RESOLVING POWER; PARALLEL ALGORITHMS;

ADAPTIVE SELECTION; GPU IMPLEMENTATION; INTERACTIVE APPLICATIONS; LOCAL ERROR MEASUREMENT; LOW COMPUTATIONAL LOADS; RAISED COSINE; SELF-SIMILARITIES; SUPER RESOLUTION;

IMAGE PROCESSING;

EID: 84897699336     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2013.6738132     Document Type: Conference Paper

References (16)

1. M. Irani and S. Peleg, "Improving resolution by image registration," CVGIP: Graph. Models Image Processing, vol. 53, no. 3, pp. 231-239, 1991.
2. S. Farsiu, M. D. Robinson, M. Elad, and P. Milanfar, "Fast and robust multiframe super resolution," IEEE Trans. on Image Processing, vol. 13, no. 10, pp. 1327-1344, 2004.
3. S. Baker and T. Kanade, "Limits on Super-Resolution and How to Break Them," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 24, no. 9, pp. 1167-1183, 2002.
4. Z. Lin and H.-Y. Shum, "Fundamental Limits of Reconstruction-Based Superresolution Algorithms under Local Translation," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 26, no. 1, pp. 83-97, 2004.
5. W. T. Freeman, E. C. Pasztor, and O. T. Carmichael, "Learning Low-Level Vision," Int. J. Computer Vision, vol. 40, no. 1, pp. 25-47, 2000.
6. W. T. Freeman, T. R. Jones, and E. C. Pasztor, "Example-Based Super-Resolution," IEEE Comp. Graph. Appl., vol. 22, no. 2, pp. 56-65, 2002.
7. H. Chang, D. Yeung, and Y. Xiong, "Super-Resolution through Neighbor Embedding," in Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2004, pp. 275-282.
8. J. Yang, J. Wright, T. S. Huang, and Y. Ma, "Image super-resolution via sparse representation," IEEE Trans. on Image Processing, vol. 19, no. 11, pp. 2861-2873, 2010.
9. D. Glasner, S. Bagon, and M. Irani, "Super-Resolution from a Single Image," in Proc. IEEE Int. Conf. on Computer Vision, 2009, pp. 349-356.
10. M. Bevilacqua, A. Roumy, C. Guillemot, and M.-L. A. Morel, "Neighbor embedding based single-image superresolution using Semi-Nonnegative Matrix Factorization," in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, 2012, pp. 1289-1292.
11. K. I. Kim and Y. Kwon, "Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 32, no. 6, pp. 1127-1133, 2010.
12. J.W. Glotzbach, R.W. Schafer, and K. Illgner, "A method of color filter array interpolation with alias cancellation properties," in Proc. IEEE Int. Conf. on Image Processing, 2001, vol. 1, pp. 141-144.
13. G. Freedman and R. Fattal, "Image and video upscaling from local self-examples," ACM Trans. on Graphics, vol. 30, pp. 12:1-12:11, 2011.
14. Y. Lin, H. H. Chen, Z. H. Jiang, and H. F. Hsai, "Image resizing with raised cosine pulses," in Proc. Int. Symposium on Intelligent Signal Processing and Communication Systems, 2004, pp. 581-585.
15. P. Arbelaez, M. Maire, C. Fowlkes, and J. Malik, "Contour Detection and Hierarchical Image Segmentation," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 33, no. 5, pp. 898-916, 2011.
16. M. F. Tappen, B. C. Russell, and W. T. Freeman, "Exploiting the Sparse Derivative Prior for Super-Resolution and Image Demosaicing," in Proc. IEEE Workshop on Statistical and Computational Theories of Vision, 2003.