This self-contained, elementary introduction to wavelet theory and its applications provides a comprehensive treatment of the topic using two real-life applications: the FBI Wavelet Scalar Quantization Standard and image segmentation. Over 400 exercises plus extensive details and examples help readers gain a full understanding of the material. It is supplemented with a software package called DiscreteWavelets, which helps both students and professionals to visualize the applications addressed throughout the book.