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Fractal and wavelet image compression techniques /

Interest in image compression for internet and other multimedia applications has spurred research into compression techniques that will increase storage capabilities and transmission speed. This tutorial provides a practical guide to fractal and wavelet approaches--two techniques with exciting poten...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Welstead, Stephen T., 1951-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Bellingham, Wash. : SPIE Optical Engineering Press, ©1999.
Colección:Tutorial texts in optical engineering ; v. TT 40.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Welstead, Stephen T.,  |d 1951- 
245 1 0 |a Fractal and wavelet image compression techniques /  |c Stephen Welstead. 
260 |a Bellingham, Wash. :  |b SPIE Optical Engineering Press,  |c ©1999. 
300 |a 1 online resource (xv, 232 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
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490 1 |a Tutorial texts series ;  |v vol. TT 40 
504 |a Includes bibliographical references (pages 225-227) and index. 
520 |a Interest in image compression for internet and other multimedia applications has spurred research into compression techniques that will increase storage capabilities and transmission speed. This tutorial provides a practical guide to fractal and wavelet approaches--two techniques with exciting potential. It is intended for scientists, engineers, researchers, and students. It provides both introductory information and implementation details. Three Windows-compatible software systems are included so that readers can explore the new technologies in depth. Complete C/C++ source code is provided, enabling readers to go beyond the accompanying software. The mathematical presentation is accessible to advanced undergraduate or beginning graduate students in technical fields. 
588 0 |a Print version record. 
505 0 |a 1. Introduction -- Images -- The image compression problem -- Information, entropy, and data modeling -- Scalar and vector quantization -- Transform methods -- Color images -- The focus of this book. 
505 8 |a pt. I: Fractal image compression. 2. Iterated Function Systems -- Iterated function systems as the motivation for fractal image compression -- Metric spaces -- Iterated function systems -- Implementation of an iterated function system -- Examples -- 3. Fractal encoding of grayscale images -- A metric space for grayscale images -- Partitioned iterated function systems (PIFS) -- Fractal image encoding -- Image decoding -- Storing the encoded image -- Resolution independence -- Operator representation of fractal image encoding -- 4. Speeding up fractal encoding -- Feature extraction -- Domain classification -- Other approaches for speeding up fractal encoding. 
505 8 |a pt. II. Wavelet image compression. 5. Simple wavelets -- Introduction -- Averaging and detail -- Scaling functions and wavelet functions -- Multiresolution analysis -- Normalization -- Wavelet transform -- Inverse wavelet transform -- Wavelet transform in two dimensions -- 6. Daubechies wavelets -- Weighted averages and differences -- Properties and conditions on the coefficients -- Wavelet transform -- Scaling functions and wavelet functions -- Daubechies wavelets -- Simple image compression with Daubechies wavelets -- Other wavelet systems -- 7. Wavelet image compression techniques -- Introduction -- Wavelet zerotrees -- Hybrid fractal-wavelet coding -- 8. Comparison of fractal and wavelet image compression -- Rate distortion -- Encoding speed -- Larger images -- Conclusions -- Appendix A: Using the accompanying software -- IFS System -- IMG System: fractal image compression -- WAV System: wavelet image compression -- Appendix B: Utility Windows Library (UWL) -- Windows programming -- Utility Windows Library (UWL) -- Windows programming references -- Appendix C: Organization of the accompanying software source code -- IFS System -- IMG System -- WAV System. 
590 |a Knovel  |b ACADEMIC - Optics & Photonics 
650 0 |a Image processing  |x Digital techniques. 
650 0 |a Image compression  |x Mathematics. 
650 0 |a Fractals. 
650 0 |a Wavelets (Mathematics) 
650 6 |a Traitement d'images  |x Techniques numériques. 
650 6 |a Compression d'images  |x Mathématiques. 
650 6 |a Fractales. 
650 6 |a Ondelettes. 
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776 0 8 |i Print version:  |a Welstead, Stephen T., 1951-  |t Fractal and wavelet image compression techniques.  |d Bellingham, Wash. : SPIE Optical Engineering Press, ©1999  |z 0819435031  |w (DLC) 99051601  |w (OCoLC)42680376 
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