Matching pursuits with time-frequency dictionaries

@article{Mallat1993MatchingPW,
  title={Matching pursuits with time-frequency dictionaries},
  author={St{\'e}phane Mallat and Zhifeng Zhang},
  journal={IEEE Trans. Signal Processing},
  year={1993},
  volume={41},
  pages={3397-3415}
}
We introduce an algorithm, called matching pursuit, that decomposes any signal into a linear expansion of waveforms that are selected from a redundant dictionary of functions. These waveforms are chosen in order to best match the signal structures. Matching pursuits are general procedures to compute adaptive signal representations. With a dictionary of Gabor functions a matching pursuit defines an adaptive time-frequency transform. We derive a signal energy distribution in the time-frequency… CONTINUE READING
Highly Influential
This paper has highly influenced 583 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 9,779 citations. REVIEW CITATIONS
4,237 Citations
14 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 4,237 extracted citations

9,779 Citations

0200400600800'93'98'04'10'16
Citations per Year
Semantic Scholar estimates that this publication has 9,779 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 14 references

Wavelets associated with representations of the a ne Weyl-Heisenberg group

  • B. Torresani
  • Journal of Mathematical Physics,
  • 1991
Highly Influential
4 Excerpts

On a conjecture of Huber concerning the convergence of projection pursuit regression

  • L. K. Jones
  • The Annals of Statistics, vol. 15, No. 2, p. 880…
  • 1987
Highly Influential
6 Excerpts

Projection Pursuit

  • P. J. Huber
  • The Annals of Statistics, vol. 13, No. 2, p. 435…
  • 1985
Highly Influential
4 Excerpts

Local time-frequency multilayer orthogonal transforms

  • S. Mallat, Z. Zhang
  • Proc. of the Workshop on the Role of Wavelets in…
  • 1992
1 Excerpt

Similar Papers

Loading similar papers…