One of the "image" problems with wavelets is that because they have been a dominant area of interest (in nonparametric smoothing) people have forgotten that they are general tools with a fascinating role and future in other areas. This book describes new topics and presents multiscale as a unifying force able to be used in many different kinds of interesting problems.
