The essential guide to image processing
- United States of America -- Academic Press -- 2009
- xxi, 853p.
*Introduction;
*The SIVA System;
*Basic Gray-Level Image Processing;
*Basic Binary Image Processing;
*Basic Tools for Image Fourier Analysis;
*Multiscale Decompositions and Wavelets;
*Image Noise Models;
*Color Images;
*Statistical Modeling of Natural Images;
*Linear Image Filtering & Enhancement;
*Wavelet Image Filtering;
*Nonlinear Image Filtering;
*Morphological Filtering;
*Basic Image Restoration and Identification;
*Basic Lossless Image Coding;
*JPEG and JPEG2000;
*Wavelet Image Compression;
*Basic Edge Detection;
*Anisotropic Diffusion Edge Detection;
*Image Quality Assessment;
*Image Watermarking;
*Fingerprint Recognition;
*Face Recognition;
*Iris Recognition;
*Medical imaging;
*Visual Fixations and Visual Attention;
*Towards Video Processing
This comprehensive and state-of-the art approach to image processing gives engineers and students a comprehensive introduction, and includes full coverage of key applications: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging. To help learn the concepts and techniques, the book contains a CD-ROM of 70 highly interactive visual demonstrations. Key algorithms and their implementation details are included, as are the latest developments in the standards.* A complete and modern introduction to the basic and intermediate concepts of image.
9780123744579
Image processing Digital techniques Image processing Imaging Systems Digital imaging