Written for anyone who wants to learn about using wavelets to analyse, process, and synthesize images and signals. Applications are described in detail and there are step-by-step instructions about how to construct and apply wavelets. It is the only mathematically-rigorous monograph written by a mathematician specifically for nonspecialists.