Название: A Wavelet Tour of Signal Processing: The Sparse Way, Third Edition
Автор: Stephane Mallat
Издательство: Academic Press
Год: 2009
Формат: PDF
Размер: 17 Мб
Язык: английский / English

The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today's signal processing. The book clearly presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms. The central concept of sparsity is explained and applied to signal compression, noise reduction, and inverse problems, while coverage is given to sparse representations in redundant dictionaries, super-resolution and compressive sensing applications.