JOURNAL ARTICLE

<title>Wavelet compression through wavelet Stieltjes transform</title>

Mo-Hong ChouEn-Bing Lin

Year: 1993 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2034 Pages: 254-264   Publisher: SPIE

Abstract

A new wavelet transform is introduced for analyzing image compression and signal processing. We introduce Wavelet Stieltjes transform (WST) which provides a unified framework to analyze both continuous and discrete signals. Some properties of WST are summarized. Moreover, we obtain multiresolution analysis and encode WST coefficients for WST. It is shown that one can distinguish images or signals by WST methods while they are not discriminated by regular wavelet transform. Theory for regular wavelet transform may be extended to WST.

Keywords:
Wavelet transform Discrete wavelet transform Wavelet Second-generation wavelet transform Stationary wavelet transform Harmonic wavelet transform Wavelet packet decomposition Lifting scheme Computer science Mathematics Artificial intelligence Pattern recognition (psychology) Algorithm Computer vision

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Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing

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