"A Wavelet Tour of Signal Processing" by Stephan Mallat is pretty good if you've got a background in signal processing at the undergrad EE level. Math heavy CS

"A Wavelet Tour of Signal Processing" by Stephan Mallat is pretty good if you've got a background in signal processing at the undergrad EE level. Math heavy CS may require some recollection of linear algebra and numerical algorithms.