Paper
3 April 1997 Review of applications of 1D and 2D S transforms
M. Eramian, R. A. Schincariol, Robert G. Stockwell, Robert P. Lowe, L. Mansinha
Author Affiliations +
Abstract
Gaussian modulated sinusoids are used in S-transform to extract time-local and space-local spectral information. Similar data sets recorded at neighboring spatial locations may be used with cross spectral analysis to determine frequency localized velocity spectrum. The 2D S-transform is used in image analysis for space localized wavenumber spectra. Local changes in the image spectrum are used to define textural boundaries on images. This paper summarizes several of the research projects involving S-transforms currently in progress at the University of Western Ontario including the application of the 2D S-transform to texture analysis, recognition, and the classification of images.
© (1997) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
M. Eramian, R. A. Schincariol, Robert G. Stockwell, Robert P. Lowe, and L. Mansinha "Review of applications of 1D and 2D S transforms", Proc. SPIE 3078, Wavelet Applications IV, (3 April 1997); https://doi.org/10.1117/12.271714
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CITATIONS
Cited by 18 scholarly publications.
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KEYWORDS
Transform theory

Analytical research

Image analysis

Image classification

Modulation

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