September 14, 2010
My new book, titled "Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing"
, (Springer) is now available. This book provides a reader-friendly and comprehensive view of the field of sparse approxmation, and its impact to image processing. The book offers a systematic and ordered exposure to the theoretical foundations of this field, the numerical aspects of the involved algorithms, and the signal and image processing applications that benefit from these advancements. Originally written to serve as a text-book for a graduate engineering course, this book is an easy entry-point for inetrested readers, and for others already active in this area. See Amazon
for more details. A Matlab package that reproduces the book's figures and contains most of the discussed algorithms is available