Probabilistic matching pursuit with Gabor dictionaries

Signal Processing

Volumn 80, Issue 10, 2000, Pages 2099-2120

  Ferrando, S E ^a   Doolittle, E J ^b   Bernal, A J ^c   Bernal, L J ^c  

^a RYERSON UNIVERSITY   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

^c UNIVERSIDAD NACIONAL DE MAR DEL PLATA   (Argentina)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; PATTERN MATCHING; PROBABILITY DISTRIBUTIONS; RANDOM PROCESSES;

GABOR DICTIONARIES; PROBABILISTIC MATCHING;

ADAPTIVE FILTERING;

EID: 0034301779     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-1684(00)00071-2     Document Type: Article

References (21)

1. Abramovich B. Statistical Modeling by Wavelets. 1999;Wiley, New York.
2. Alaya M.B. On the simulation of expectations of random variables depending on a stopping time. Stochastic Anal. Appl. 11(2):1993;133-153.
3. Ash R.B. Real Analysis and Probability. 1972;Academic Press, New York.
4. Bouleau N., Lepingle D. Numerical Methods for Stochastic Processes. 1994;Wiley, New York.
5. S. Chen, D. Donoho, Atomic decomposition by basis pursuit, SIAM J. Sci. Comput. to appear.
6. Davis G., Mallat S., Avellaneda M. Greedy adaptive approximations. J. of Constr. Approx. 13:1997;57-98.
7. DeVore R.A., Temlyakov V.N. Some remarks on greedy algorithms. Adv. Comput. Math. 5:1996;173-187.
8. Devroye L. Non-Uniform Random Variate Generation. 1986;Springer, Berlin.
9. Donoho D.L., Johnstone I.M. Asymptotic minimaxity of wavelet estimators with sampled data. Statisti. Sinica. 9(1):1999;1-32.
10. Besag J., Green P.J., Higdon D., Mengersen K. Bayesian computation and stochastic systems (with discussion). Statist. Sci. 10:1995;3-66.
11. Jaggi S., Karl W., Mallat S., Willsky A. High resolution pursuit for feature extraction. Appl. Comput. Harmonic Anal. 1998.
12. Mallat S., Zhang Z. Matching pursuit with time-frequency dictionaries. IEEE Trans. Signal Process. 41(12):1993;3397-3415.
13. Mallat S. A Wavelet Tour of Signal Processing. 1998;Academic Press, New York.
14. R. Neff, A. Zakhor, Matching pursuit video coding at very low bit rates, Proceedings of the Data Compression Conference, 1995.
15. Roberts A.W., Varberg D.L. Convex Functions. 1973;Academic Press, New York.
16. Ruanaidh J.K., Fitzgerald W.J. Numerical Bayesian Methods Applied to Signal Processing. 1996;Springer, New York.
17. S. Tompaidis Portfolio compression and projection pursuit, preprint.
18. Theolis A. Computational Signal Processing with Wavelets. 1998;Birkhauser, Basel.
19. Tierney L. Markov chains for exploring posterior distributions. Annal. Statist. 22(4):1994;1701-1762.
20. Whittaker E.T., Watson G.N. A Course of Modern Analysis. 1927;Cambridge University Press, Cambridge.
21. Wickerhauser M.V. Adapted Wavelet Analysis from Theory to Software. 1994;A.K. Peters, Wellesley, MA.