Digital Image Processing

PIKS Scientific Inside
4. Revised Auflage 2007
ISBN: 978-0-471-76777-0
Verlag: John Wiley and Sons Ltd

Buch, Englisch, 808 Seiten, mit 1 CD-ROM, Format (B × H): 163 mm x 235 mm, Gewicht: 1308 g

A newly updated and revised edition of the classic introduction to digital image processing

The Fourth Edition of Digital Image Processing provides a complete introduction to the field and includes new information that updates the state of the art. The text offers coverage of new topics and includes interactive computer display imaging examples and computer programming exercises that illustrate the theoretical content of the book. These exercises can be implemented using the Programmer's Imaging Kernel System (PIKS) application program interface included on the accompanying CD.

Suitable as a textbook for students or as a reference for practitioners, this new edition provides a comprehensive treatment of these vital topics:

* Characterization of continuous images
* Image sampling and quantization techniques
* Two-dimensional signal processing techniques
* Image enhancement and restoration techniques
* Image analysis techniques
* Software implementation of image processing applications

In addition, the bundled CD includes:

* A Solaris operating system executable version of the PIKS Scientific API
* A Windows operating system executable version of PIKS Scientific
* A Windows executable version of PIKSTool, a graphical user interface method of executing many of the PIKS Scientic operators without program compilation
* A PDF file format version of the PIKS Scientific C programmer's reference manual
* C program source demonstration programs
* A digital image database of most of the source images used in the book plus many others widely used in the literature

Autoren/Hrsg.

Pratt, William K.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

Preface.

Acknowledgments.

PART 1 CONTINUOUS IMAGE CHARACTERIZATION.

1 Continuous Image Mathematical Characterization.

2 Psychophysical Vision Properties.

3 Photometry and Colorimetry.

PART 2 DIGITAL IMAGE CHARACTERIZATION.

4 Image Sampling and Reconstruction.

5 Image Quantization.

PART 3 DISCRETE TWO-DIMENSIONAL PROCESSING.

6 Discrete Image Mathematical Characterization.

7 Superposition and Convolution.

8 Unitary Transforms.

9 Linear Processing Techniques.

PART 4 IMAGE IMPROVEMENT.

10 Image Enhancement.

11 Image Restoration Models.

12 Image Restoration Techniques.

13 Geometrical Image Modification.

PART 5 IMAGE ANALYSIS.

14 Morphological Image Processing.

15 Edge Detection.

16 Image Feature Extraction.

17 Image Segmentation.

18 Shape Analysis.

19 Image Detection and Registration.

PART 6 IMAGE PROCESSING SOFTWARE.

20 PIKS Image Processing Software.

21 PIKS Image Processing Programming Exercises.

Appendix 1 Vector-Space Algebra Concepts.

Appendix 2 Color Coordinate Conversion.

Appendix 3 Image Error Measures.

Appendix 4 PIKS Compact Disk.

Bibliography.

Index.

Über Autor(innen)

WILLIAM K. PRATT, PhD, has worked in imaging technology at the University of Southern California, Vicom Systems, Sun Microsystems, and, more recently, at PixelSoft. He is the author of numerous papers in the fields of communications and signal processing, and is the holder of several patents for image coding and image processing systems. He was one of the primary developers of the Programmer's Imaging Kernel System (PIKS) utilized in this volume.