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Fractal and wavelet image compression techniques

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Fractal and wavelet image compression techniques/ Stephen Welstead.
作者:	Welstead, Stephen T.,
出版者:	Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :SPIE, : c1999.,
面頁冊數:	1 online resource (xv, 232 p. : ill.) :digital file. :
附註:	"SPIE digital library."
標題:	Image processing - Digital techniques. -
電子資源:	http://dx.doi.org/10.1117/3.353798
ISBN:	9780819478597 (electronic)

Fractal and wavelet image compression techniques
Welstead, Stephen T.,1951-

Fractal and wavelet image compression techniques[electronic resource] /Stephen Welstead. - Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :SPIE,c1999. - 1 online resource (xv, 232 p. : ill.) :digital file. - Tutorial texts series ;v. TT 40. - SPIE tutorial texts ;TT06..

"SPIE digital library."

Includes bibliographical references (p. 225-227) and index.

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.

Restricted to subscribers or individual electronic text purchasers.

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.

System requirements: Adobe Acrobat Reader.

ISBN: 9780819478597 (electronic)

Standard No.: 10.1117/3.353798doiSubjects--Topical Terms:

555959
Image processing
--Digital techniques.

LC Class. No.: TA1637 / .W45 1999e

Dewey Class. No.: 621.36/7

Fractal and wavelet image compression techniques
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245 1 0 $a Fractal and wavelet image compression techniques $h [electronic resource] / $c Stephen Welstead.
260 $a Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) : $b SPIE, $c c1999.
300 $a 1 online resource (xv, 232 p. : ill.) : $b digital file.
490 1 $a Tutorial texts series ; $v v. TT 40
500 $a "SPIE digital library."
504 $a Includes bibliographical references (p. 225-227) and index.
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 0 $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 0 $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.
506 $a Restricted to subscribers or individual electronic text purchasers.
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.
530 $a Also available in print version.
538 $a System requirements: Adobe Acrobat Reader.
538 $a Mode of access: World Wide Web.
650 0 $a Image processing $x Digital techniques. $3 555959
650 0 $a Image compression $x Mathematics. $3 877253
650 0 $a Fractals. $3 639711
650 0 $a Wavelets (Mathematics) $3 528163
710 2 $a Society of Photo-optical Instrumentation Engineers. $3 700253
830 0 $a SPIE tutorial texts ; $v TT06. $3 877241
856 4 0 $u http://dx.doi.org/10.1117/3.353798