Computer Imaging: Digital Image Analysis and Processing 论文

摘要

INTRODUCTION TO COMPUTER IMAGING Computer Imaging Overview Image Analysis and Computer Vision Image Processing Key Points References and Further Reading Exercises Computer Imaging Systems Imaging Systems Overview Image Formation and Sensing The CVIPtools Software Image Representation Key Points References and Further Reading Exercises DIGITAL IMAGE ANALYSIS Introduction to Digital Image Analysis Introduction Preprocessing Binary Image Analysis Key Points References and Further Reading Exercises Segmentation and Edge/Line Detection Introduction and Overview Edge/Line Detection Segmentation Key Points References and Further Reading Exercises Discrete Transforms Introduction and Overview Fourier Transform Cosine Transform Walsh-Hadamard Transform Haar Transform Principal Components Transform Filtering Wavelet Transform Key Points References and Further Reading Exercises Feature Analysis and Pattern Classification Introduction and Overview Feature Extraction Feature Analysis Pattern Classification Key Points References and Further Reading Exercises DIGITAL IMAGE PROCESSING Digital Image Processing and Visual Perception Introduction and Overview Human Visual Perception Image Fidelity Criteria Key Points References and Further Reading Exercises Image Enhancement Introduction and Overview Gray-Scale Modification Image Sharpening Image Smoothing Key Points References and Further Reading Exercises Image Restoration Introduction and Overview Noise Models Noise Removal Using Spatial Filters The Degradation Function Frequency Domain Filters Geometric Transforms Key Points References and Further Reading Exercises Image Compression Introduction and Overview Lossless Compression Methods Lossy Compression Methods Key Points References and Further Reading Exercises PROGRAMMING WITH CVIPTOOLS CVIPlab Introduction to CVIPlab Toolkits, Toolbox and Application Libraries Compiling and Linking CVIPlab Image Data and File Structures CVIP Projects CVIPtools C Function Libraries Introduction and Overview Arithmetic and Logic Library Band Image Library Color Image Library Compression Library Conversion Library Display Library Feature Extraction Library Geometry Library Histogram Library Image Library Data Mapping Library Morphological Library Noise Library Segmentation Library Spatial Filter Library Transform Library Transform Filter Library APPENDICES CD-ROM/Software Configuring and Updating CVIPtools CVIPtools C functions CVIP Resources CVIPtools Software Organization COM functions - cviptools.dll