Non-ideal sampling and adapted reconstruction using the stochastic Matérn model

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2006, Pages

  Ramani, Sathish ^a   Van De Ville, Dimitri ^a   Unser, Michael ^a  

^a EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOCORRELATION; FUNCTIONAL ANALYSIS; MATHEMATICAL MODELS; SAMPLING; STOCHASTIC CONTROL SYSTEMS;

CORRELATION STRUCTURE; OPTIMAL RECONSTRUCTION SPACE; RIESZ BASIS;

IMAGE RECONSTRUCTION;

EID: 33947672919     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. M. L. Stein, Interpolation of Spatial Data-Some Theory for Kriging, Chapter 2, Springer-Verlag, New York, 1999.
2. J. R. Alzola, C. A. López and C. F. Westin, "Kriging filters for multi-dimensional signal processing," Signal Processing, 85, 2004, pp. 413-439.
3. A. J. Gray, J. W. Kay, D. M. Titterington, "An empirical study of the simulation of various models used for images," IEEE Trans. Pattern Anal. Mach. Intell., vol.16, no. 5, May 1994, pp. 507-513.
4. B. Pesquet-Popescu and J. Lévy Véhel, "Stochastic fractal models for image processing," IEEE Signal Process. Mag., vol. 19, no. 5, pp. 48-62, 2002.
5. S. Ramani, D. Van De Ville, M. Unser, "Sampling in Practice: Is the Best Reconstruction Space Bandlimited?," ICIP'05, Genova, Italy, September 11-14, 2005, pp. II-153 - II-156.
6. Y. C. Eldar and M. Unser, "Non-ideal sampling and Interpolation from noisy observations in Shift-Invariant spaces," IEEE Trans. Signal Process., in press.
7. A. Aldroubi and K. Grochenig, "Nonuniform sampling and reconstruction in shift invariant spaces," SIAM Review, vol. 43, pp. 585-620, 2001.
8. B. Whitcher, "Wavelet-based Bootstrapping of Spatial Patterns on a Finite Lattice," Computational Statistics & Data Analysis, in press.