JOURNAL ARTICLE

<title>Multiwavelet-transform-based image compression techniques</title>

Sathyanarayana S. RaoSung Ho YoonDeepak Shenoy

Year: 1996 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2825 Pages: 65-76   Publisher: SPIE

Abstract

Multiwavelet transforms are a new class of wavelet transforms that use more than one prototype scaling function and wavelet in the multiresolution analysis/synthesis. The popular Geronimo-Hardin-Massopust multiwavelet basis functions have properties of compact support, orthogonality, and symmetry which cannot be obtained simultaneously in scalar wavelets. The performance of multiwavelets in still image compression is studied using vector quantization of multiwavelet subbands with a multiresolution codebook. The coding gain of multiwavelets is compared with that of other well-known wavelet families using performance measures such as unified coding gain. Implementation aspects of multiwavelet transforms such as pre-filtering/post-filtering and symmetric extension are also considered in the context of image compression.

Keywords:
Codebook Wavelet Wavelet transform Multiresolution analysis Image compression Artificial intelligence Computer science Data compression Orthogonality Transform coding Algorithm Quantization (signal processing) Vector quantization Mathematics Pattern recognition (psychology) Image (mathematics) Discrete wavelet transform Image processing Discrete cosine transform

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.21
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology

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