Edge-image-based approach for stable super-resolution reconstruction

Optical Engineering

Volumn 46, Issue 2, 2007, Pages

  Cheng, Yan ^a   Fang, XiangZhong ^a   Yang, Xiaokang ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Lorentzian distribution; Maximum a posteriori super resolution

Indexed keywords

EDGE DETECTION; IMAGE QUALITY; IMAGE RESOLUTION; MATHEMATICAL MODELS;

LORENTZIAN DISTRIBUTION; MAXIMUM A POSTERIORI; SUPER-RESOLUTION;

IMAGE RECONSTRUCTION;

EID: 34347391077     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.2697902     Document Type: Article

References (17)

1. A. M. Tekalp, Digital Video Processing, Prentice-Hall, Inc., Englewood Cliffs, NJ (1995).
2. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and Bayesian resotoration of images," IEEE Trans. Pattern Anal. Mach. Intell. 6, 721-741 (1984).
3. B. K. Gunturk, Y. Altunbasak, and R. M. Mersereau, "Multiframe resolution-enhancement methods for compressed video," IEEE Trans. Image Process. Lett. 9, 170-174 (2002).
4. R. C. Hardie, K. J. Barnard, and E. E. Armstrong, "Joint MAP registration and high-resolution image estimation using a sequence of undersampled images," IEEE Trans. Image Process. 6(12), 1621-1633 (1997).
5. P. Cheeseman, B. Kanefsky, R. Kraft, J. Stutz, and R. Hanson, "Super-resolved surface reconstruction from multiple images," Tech. Rep. FIA-94-12, NASA Ames Research Center, Moffett Field, CA (1994).
6. B. K. Gunturk, Y. Altunbasak, and R. M. Mersereau, "Super-resolution reconstruction of compressed video using transform-domain statistics," IEEE Trans. Image Process. 13, 33-42 (2004).
7. R. R. Schultz and R. L. Stevenson, "Extraction of high-resolution frames from video sequences," IEEE Trans. Image Process. 5, 996-1011 (1996).
8. C. Bouman and K. Sauer, "A generalized Gaussian image model for edge-preservin MAP estimation," IEEE Trans. Image Process. 2(3), 296-310 (1993).
9. W. Gough, "The graphical analysis of a Lorentzian function and a differentiated Lorentzian function," J. Phys. A 1, 704-709 (1968).
10. A. H. Lettington and Q. H. Hong, "Ringing artifact reduction for Poisson MAP superresolution algorithm," IEEE Signal Process. Lett. 2, 83-84 (1995).
11. A. H. Lettington, S. Tzimopoulou, and M. P. Rollason, "Nonuniformity correction and restoration of passive millimeter-wave images," Opt. Eng. 40(2), 268-274 (2001).
12. M. C. Pan, "A novel blind super-resolution technique based on the improved Poisson maximum a posteriori algorithm," Int. J. Imaging Syst. Technol. 12, 239-246 (2003).
13. Z. Z. Wang and F. H. Qi, "On ambiguities in super-resolution modeling," IEEE Signal Process. Lett. 11, 678-681 (2004).
14. S. C. Park, M. K. Park, and M. G. Kang, "Super-resolution image reconstruction: a technical overview," IEEE Signal Process. Mag. 20, 21-36 (2003).
15. M. Fuderer, "Ringing artifact reduction by an efficient likelihood improvement method," Proc. SPIE 1137, 84-90 (1989).
16. J. A. Parker, R. V. Kenyon, and D. E. Troxel, "Comparison of interpolating methods for image resampling," IEEE Trans. Med. Imaging 2, 31-39 (1983).
17. J. Bergen, P. Burt, R. Hingorani, and S. Peleg, "A three-frame algorithm for estimating two-component image motion," IEEE Trans. Pattern Anal. Mach. Intell. 14, 886-896 (1992).