This book provides comprehensive coverage of image processing fundamentals and the software principles used in their implementation. Major topics include intensity transformations, spatial filtering, frequency-domain filtering, image restoration and reconstruction, geometric transformations and image registration, color image processing, wavelets, image compression, morphology, image segmentation, image representation and description, and object recognition. This revised second edition adds new and expanded coverage of the Radon transform, fuzzy logic, geometric transformations, image registration, color profiles and device-independent color conversions, video compression, adaptive thresholding, minimum-perimeter polygons, and corner detection. Many new MATLAB functions for image processing are presented, as well as tutorials for building GUIs and interfacing C code with MATLAB. (This book is also available in Asia and India.)
MATLAB and Image Processing Toolbox are used throughout the text to solve numerous application examples. In addition, a supplemental set of MATLAB code files is available for download from the publisher's Web site.
View the publisher’s web page for this book.
Teaching materials based on MATLAB and Simulink