signal processing has a long and rich history. It is technology that spans an immense set of disciplines including enterainment, communications, space exploration, medicine, and archaeology, just to name a few.
This textbook introduces sparse and redundant representations with a focus on applications in signal and image processing. The theoretical and numerical foundations are tackled before the applications are discussed. Mathematical modeling for signal
