Digital Image Processing - (MATLAB Edition)

Author: Yan Jingwen
Publisher:
Publish Date: 2007-02-01
Features: This book presents fundamental theories in an outline form and closely integrates them with practical application research. Chapter 1 introduces the learning methods for this course, covering how to engage in the course study, strategies for learning new technologies, and recommended approaches for engineering training. Chapter 2 discusses the basic theories of wavelet analysis and applications. Chapter 3 covers image compression coding. Chapter 4 focuses on image enhancement in the spatial domain. Chapter 5 addresses image enhancement in the frequency domain. Chapter 6 explores denoising filters in the wavelet domain, with a special emphasis on wavelet-domain image enhancement techniques. Chapter 7 delves into digital video processing technology, including interlaced removal algorithms, motion detection and estimation, motion compensation, and common compression methods, with some of them implemented on FPGA and DSP. Chapter 8 is dedicated to image fusion technology. It primarily discusses wavelet-based and neural network-based image fusion algorithms, providing a comprehensive comparative study of subjective and objective image fusion quality evaluation criteria, which has a profound research background. This section holds both theoretical significance and practical application value. The proposed algorithms can be fully applied to remote sensing image and medical image fusion. Chapter 9 covers the basics of computer graphics, illustrated with two examples to demonstrate the practical development and application techniques of computer graphics. The aim is to inspire broader understanding. This book combines concise theoretical knowledge, practical teaching, and engineering training, making it a reference or experimental teaching guide for senior undergraduate and graduate students, engineering masters, teachers, and engineering technicians studying digital image processing and basic graphics technology. It can also serve as a research-oriented course textbook for undergraduates and graduates.