Description Digital Image Processing Using MATLAB' is the first book to offer a balanced treatment of image processing fundamentals and the software principles used in their implementation. The book integrates material from the leading text, Digital Image Processing by Gonzalez and Woods, and the Image Processing Toolbox from The MathWorks, Inc., a leader in scientific computing. The Image Processing Toolbox provides a stable, well-supported software environment for addressing a broad range of applications in digital image processing. A unique feature of the book is its emphasis on showing how to enhance those tools by developing new code. This is important in image processing, an area that normally requires extensive experimental work in order to arrive at acceptable application solutions.
The book is self-contained and written in textbook format, not as a manual.
Over 100 new MATLAB image processing functions are developed -- a 40 % increase over existing functions in the Image Processing Toolbox.
Algorithms and MATLAB functions in the mainstream of digital image processing are discussed and implemented.
Using C code with MATLAB is covered in detail.
The design of graphical user interfaces (GUIs) is covered in detail.
All functions listed in the book are conveniently summarized in an appendix.
All functions developed in the book are available for download in p-code format with purchase of a new book.
Table of Contents Chapter 1 Introduction Chapter 2 Intensity Transformations and Spatial Filtering Chapter 3 Filtering in the Frequency Domain Chapter 4 Image Restoration and Reconstruction Chapter 5 Geometric Transformations and Image Registration Chapter 6 Color Image Processing Chapter 7 Wavelets Chapter 8 Image Compression Chapter 9 Morphological Image Processing Chapter 10 Image Segmentation Chapter 11 Representation and Description Appendix A M-Function Summary Appendix B ICE and MATLAB Graphical User Interfaces Appendix C Additional Custom
Rafael C. Gonzalez, University of Tennessee Richard E. Woods, MedData Interactive Steven L. Eddins, The MathWorks, Inc.