Fractal and Wavelet Image Compression Techniques

✍ Scribed by Stephen Welstead

• Publisher: SPIE Publications
• Year: 1999
• Tongue: English
• Leaves: 258
• Series: SPIE Tutorial Texts in Optical Engineering Vol. TT40
• Category: Library

✦ Synopsis

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.

Contents

- Preface
- Introduction
- Iterated Function Systems
- Fractal Encoding of Grayscale Images
- Speeding Up Fractal Encoding
- Simple Wavelets
- Daubechies Wavelets
- Wavelet Image Compression Techniques
- Comparison of Fractal and Wavelet Image Compression
- References
- Appendix A: Using the Accompanying Software
- Appendix B: Utility Windows Library (UWL)
- Appendix C: Organization of the Accompanying Software Source Code