A Wavelet Tour of Signal Processing: The Sparse Way
Authors Year ISBN
Stéphane Mallat 2009 978-0-12-374370-1
This book is an invaluable resource for researchers wishing to apply the theory in fields such as image processing, video processing and compression, bio-sensing, medical imaging, machine vision and communications engineering. The third edition gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today’s signal processing.
Ten Lectures on Wavelets
Authors Year ISBN
Ingrid Daubechies 1992 978-0-89871-274-2
This book contains 10 lectures presented by I. Daubechies at the 1990 Conference on Wavelets and Applications. The first chapter presents an overview of the wavelet transform. The subsequent chapters are devoted to the continous wavelet transform, wavelet frames, orthogonal basis, construction of orthonormal wavelet bases, orthonormal bases of compactly supported wavelets, their properties and extensions.
Wavelets and filter banks
Authors Year ISBN
Gilbert Strang, Truong Nguyen 1996 978-0-9614088-7-9
This book is about filter banks and wavelets. It explains wavelets to both engineers and mathematicians. The authors clarify the connection between the discrete-time filter banks and continous-time scaling functions and wavelets. They do an excellent job of covering the basics. The book also deals with a number of more special-purpose topics, including boundary filters and lifting.