Wavelets and Singular Integrals on Curves and Surfaces (Lecture Notes in Mathematics) by Guy David

Wavelets are a recently developed tool for the analysis and synthesis of functions; their simplicity, versatility and precision makes them valuable in many branches of applied mathematics. The book begins with an introduction to the theory of wavelets and limits itself to the detailed construction of various orthonormal bases of wavelets.