New image super-resolution scheme based on residual error restoration by neural networks

Optical Engineering

Volumn 42, Issue 10, 2003, Pages 3038-3046

  Pan, Fengzhi ^a   Zhang, Liming ^a  

^a FUDAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMBINATORIAL MATHEMATICS; COMPUTATIONAL COMPLEXITY; ERROR ANALYSIS; IMAGE RECONSTRUCTION; IMAGING TECHNIQUES; INTERPOLATION; MATHEMATICAL MODELS; NEURAL NETWORKS;

HIGH RESOLUTION IMAGES; IMAGE SUPER RESOLUTION; RESIDUAL ERROR RESTORATION; SINGLE FRAME INTERPOLATION ALGORITHM;

OPTICAL RESOLVING POWER;

EID: 0344084398     PISSN: 00913286     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.1604397     Document Type: Article

References (26)

1. K. R. Castleman, Digital Image Processing, Prentice Hall, Upper Saddle River, NJ (1996).
2. A. M. Tekalp, Digital Video Processing, Prentice Hall, Upper Saddle River, NJ (1996).
3. H. S. Hou and H. C. Andrews, "Cubic splines for image interpolation and digital filtering," IEEE Trans. Acoust., Speech, Signal Process. ASSP-26(12), 508-517 (1978).
4. R. G. Keys, "Cubic convolution interpolation for digital image processing," IEEE Trans. Acoust., Speech, Signal Process. ASSP-29(12), 1153-1160 (1981).
5. F. M. Candonica and J. C. Principe, "Superresolution of images based on local correlations," IEEE Trans. Neural Netw. 10(2), 372-380 (1999).
6. K. Jensen and D. Anastassiou, "Subpixel edge localization and the interpolation of still images," IEEE Trans. Image Process. 4(3), 285-295 (1995).
7. X. Li and M. T. Orchard, "New edge-directed interpolation," IEEE Trans. Image Process. 10(10), 1521-1527 (2001).
8. A. M. Darwish and M. S. Bedair, "An adaptive resampling algorithm for image zooming," Proc. SPIE 2666, 131-144 (1996).
9. S. Thurnohofer and S. Mitra, "Edge-enhanced image zooming," Opt. Eng. 35(7), 1862-1870 (1996).
10. S. A. Martucci, "Image resizing in the discrete cosine transform domain," Proc. Intl. Conf. Image Process. 2, 244-247 (1995).
11. S. G. Chang, Z. Cvetkovic, and M. Vetterli, "Resolution enhancement of images using wavelet transform extrema extrapolation," Proc. IC-ASSP'95, pp. 2379-2382 (1995).
12. W. K. Carey, D. B. Chuang, and S. S. Hemami, "Regularity-preserving image interpolation," 8(9), 1293-1297 (1999).
13. R. R. Schultz and R. L. Stevenson, "A Bayesian approach to image expansion for improved definition," IEEE Trans. Image Process. 3, 233-242 (1994).
14. W. T. Freeman and E. C. Pasztor, "Markov networks for super-resolution," Proc. 34th Annual Conf. Info. Sci. Syst. (2000).
15. P. Cheeseman, B. Kanefsky, R. Kraft, J. Stutz, and R. Hanson, "Super-resolved surface reconstruction from multiple images," Technical Report FIA-94-12, NASA Ames Research Center (1994).
16. M. Elad and A. Feuer, "Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images," IEEE Trans. Image Process. 6(11), 1646-1658 (1997).
17. A. Patti, M. Sezan, and A. Tekalp, "Superresolution video reconstruction with arbitrary sampling lattices and nonzero aperture time," IEEE Trans. Image Process. 6(8), 1064-1076 (1997).
18. R. Schultz and R. Stevenson, "Extraction of high-resolution frames from video sequences," IEEE Trans. Image Process. 5(6), 996-1011 (1996).
19. B. Cohen and I. Dinstein, "Resolution enhancement by polyphase back-projection filtering," Proc. ICASSP'98 5, 2921-2924 (1998).
20. B. Cohen and I. Dinstein, "Image resolution enhancement by polyphase FIR wiener filtering," Proc. SPIE 3808, 504-514 (1999).
21. L. Shao, P. L. Ding, L. M. Zhang, and B. Hu, "Algorithm on extracting high-resolution image from low-resolution image sequence," Acta Electron. Sin. 30(1), 58-61 (2002).
22. N. Nguyen, P. Milanfar, and G. Golub, "A computationally efficient superresolution image reconstruction algorithm," IEEE Trans. Image Process. 10(4), 573-583 (2001).
23. F. Ahmed, S. C. Gustafsou, and M. A. Karim, "High-fidelity image interpolation using radial basis function neural networks," Proc. IEEE National Aerospace Electron. Conf. 2, 588-592 (1995).
24. N. Plaziac, "Image interpolation using neural networks," IEEE Trans. Image Process. 8(11), 1647-1651 (1999).
25. S. Haykin, Neural Networks: A Comprehensive Foundation, Prentice Hall, Upper Saddle River, NJ (1999).
26. ISO/IEC/JTC1/WG11 MPEG93/143, Rome, Italy (1993).