Image upsampling via imposed edge statistics

ACM Transactions on Graphics

Volumn 26, Issue 3, 2007, Pages

  Fattal, Raanan ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Image enhancement; Image interpolation; Markov random field image modeling; Super resolution

Indexed keywords

IMAGE INTERPOLATION; MARKOV RANDOM FIELD IMAGE MODELING; SUPER RESOLUTION;

EDGE DETECTION; IMAGE RECONSTRUCTION; IMAGE RESOLUTION; OPTIMIZATION; SAMPLING;

IMAGE ANALYSIS;

EID: 34547702076     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/1276377.1276496     Document Type: Article

References (27)

1. ALY, H., AND DUBOIS, E. 2005. Image up-sampling using total-variation regularization with a new observation model. In IEEE Transactions on Image Processing, vol. 14, 1647-1659.
2. BENZI, M., GOLUB, G. H., AND LIESEN, J. 2005. Numerical solution of saddle point problems. In Acta Numer., vol. 14, 1-137.
3. CALLE, D., AND MONTANVERT, A. 1998. Super-resolution inducing of an image. In International Conference on Image Processing, vol. 3, 232-236.
4. CAPEL, D., AND ZISSERMAN, A. 1998. Automatic mosaicing with super-resolution zoom. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Washington, DC, USA, 885.
5. CARRATO, S., RAMPONI, G., AND MARSI, S. 1996. A simple edge-sensitive image interpolation filter. In Proceedings of the IEEE International Conference on Image Processing, 1996, vol. 3, 711-714.
6. FREEMAN, W. T., JONES, T. R., AND PASZTOR, E. C. 2002. Example-based super-resolution. In IEEE Computer Graphics and Applications, vol. 22, 56-65.
7. GREENSPAN, H., ANDERSON, C. H., AND AKBER, S. 2000. Image enhancement by non-linear extrapolation in frequency space. In IEEE Transactions on Image Processing, vol. 9, 1035-1048-202.
8. HERTZMANN, A., JACOBS, C. E., OLIVER, N., CURLESS, B., AND SALESIN, D. H. 2001. Image analogies. In ACM Transactions on Graphics, ACM Press, New York, NY, USA, 327-340.
9. HUANG, J., AND MUMFORD, D. 1999. Statistics of natural images and models. In Computer Vision and Pattern Recognition, 1541-1547.
10. KWATRA, V., ESSA, I., BOBICK, A., AND KWATRA, N. 2005. Texture optimization for example-based synthesis. In ACM Transactions on Graphphics, ACM Press, New York, NY, USA, vol. 24, 795-802.
11. LEVIN, A., LISCHINSKI, D., AND WEISS, Y. 2004. Colorization using optimization. In ACM Transactions on Graphics, ACM Press, New York, NY, USA, vol. 23, 689-694.
12. LI, X., AND ORCHARD, M. T. 2001. New edge-directed interpolation. In IEEE Transactions on Image Processing, vol. 10, 1521-1527.
13. MORSE, B. S., AND SCHWARTZWALD, D. 2001. Image magnification using level-set reconstruction. In Computer Vision and Pattern Recognition, 333-340.
14. -1. Multiscale Modeling & Simulation 1, 3, 349-370.
15. PRESS, W. H., TEUKOLSKY, S. A., VETTERLING, W. T., AND FLANNERY, B. P. 1993. Numerical Recipes in C: The Art of Scientific Computing, 2nd edition ed. Cambridge University Press, Cambridge, UK.
16. PREZ, P. 1998. Markov random fields and images. In CWI Quarterly, vol. 11, 413-437.
17. RAMANARAYANAN, G., BALA, K., AND WALTER, B. 2004. Feature-based textures. In Rendering Techniques, 265-274.
18. RATAKONDA, K., AND AHUJA, N. 1998. Pocs based adaptive image magnification. In ICIP (3), 203-207.
19. REINHARD, E., SHIRLEY, P., ASHIKHMIN, M., AND TROSCIANKO, T. 2004. Second order image statistics in computer graphics. In APGV '04: Proceedings of the 1st Symposium on Applied perception in graphics and visualization, ACM Press, New York, NY, USA, 99-106.
20. SCHAAF, A. V. D. 1998. Natural Image Statistics and Visual Processing. PhD thesis, Rijksuniversiteit Groningen, The Netherlands.
21. SIMONCELLI, E. P. 1997. Statistical models for images: Compression, restoration and synthesis. In 31st Asilomar Conf on Signals, Systems and Computers, IEEE Computer Society, Pacific Grove, CA, 673-678.
22. SU, D., AND WILLIS, P. 2004. Image interpolation by pixel-level data-dependent triangulation. In Computer Graphics Forum, vol. 23, 189-202.
23. TAPPEN, M. F., RUSSELL, B. C., AND FREEMAN, W. T. 2004. Efficient graphical models for processing images. In Computer Vision and Pattern Recognition, 673-680.
24. THVENAZ, P., BLU, T., AND UNSER, M. 2000. Image interpolation and resampling. In Handbook of Medical Imaging, Processing and Analysis, Academic Press, San Diego CA, USA, I. Bankman, Ed., 393-420.
25. TUMBLIN, J., AND CHOUDHURY, P. 2004. Bixels: Picture samples with sharp embedded boundaries. In Rendering Techniques, 255-264.
26. WANG, Z., BOVIK, A., SHEIKH, H., AND SIMONCELLI, E. 2004. Image quality assessment: From error measurement to structural similarity. IEEE Trans. Image Processing 13, 4, 600-612.
27. ZOMET, A., AND PELEG, S. 2002. Multi-sensor super-resolution. In 6th IEEE Workshop on Applications of Computer Vision, 27-31.