A stochastic modelling approach to multiscale signal processing

@inproceedings{Chou1991ASM,
  title={A stochastic modelling approach to multiscale signal processing},
  author={Kenneth C. Chou},
  year={1991}
}
In recent years there has been much interest in multiscale signal analysis, a large part of which is due to the recent flurry of research in the study of the wavelet transform. Though multiscale analysis seems like a natural enough paradigm in which to solve various signal processing problems, there has been no satisfactory statistical theory to provide a means of formulating optimal estimation and identification problems and assessing the performance of solutions. This thesis provides a… CONTINUE READING
Highly Influential
This paper has highly influenced 13 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 50 citations. REVIEW CITATIONS

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
36 Extracted Citations
21 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 36 extracted citations

fewer than 50 Citations

0246'91'96'02'08'14
Citations per Year
Semantic Scholar estimates that this publication has 50 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 21 references

Basseville,"Wavelet Transforms, Multiresolution Dynamical Models, and Multigrid

  • A. S. Willsky, K. C. Chou, A. Benveniste
  • Estimation Algorithms",
  • 1990

Fast Surface Estimation Using Wavelet Bases", MIT Media Lab Vision and Modeling Group TR-142

  • A. P. Pentland
  • 1990

Tewfik, "Fast Multiscale Detection in the Presence of Fractional Brownian Motions

  • A.H.M. Kim
  • Proceedings of SPIE Conference on Advanced…
  • 1990

Wavelet and Filter Banks: Relationships and New Results

  • M. Vetterli, C. Herley
  • Proceedings of the ICASSP,
  • 1990

An Anisotropic Multi-Resolution Image Data Compression Algorithm

  • M. Todd, R. Wilson
  • Proc. of the 1989 Int'l Conf. on Acoustics,
  • 1989

Wavelets and Dilation Equations: A Brief Introduction

  • G. Strang
  • SIAM Review,
  • 1989

Similar Papers

Loading similar papers…