Multiscale Transforms with Application to Image Processing

• Main Authors: Vyas, Aparna (Author, http://id.loc.gov/vocabulary/relators/aut), Yu, Soohwan (http://id.loc.gov/vocabulary/relators/aut), Paik, Joonki (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Signals and Communication Technology,
• Subjects: Signal processing.; Image processing.; Speech processing systems.; Optical data processing.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.

This book provides an introduction to image processing, an overview of the transforms which are most widely used in the field of image processing, and an introduction to the application of multiscale transforms in image processing.   The book is divided into three parts, with the first part offering...

Table of Contents:

• I Introduction to Image Processing
• 1 Fundamentals of Digital Image Processing
• II Multiscale Transform
• 2 Fourier Analysis and Fourier Transform
• 3 Wavelets and Wavelet Transform
• 4 New Multiscale Constructions
• III Application of Multiscale transforms to Image Processing
• 5 Image Restoration
• 6 Image Enhancement.- Appendix A
• Appendix B
• Appendix C
• Appendix D
• Appendix E.- Index.