Our intent is to provide a general introduction to splines and wavelets, which are the basic mathematical tools for performing continuous/discrete signal processing. Contents: basic properties of polynomial splines and their use in the context of image processing. Link between the traditional—discrete and analog—formulations of signal processing. Multiresolution analysis. Wavelet bases. Wavelets applications in bioimaging.