The Beamlet transform is a powerful tool for analyzing 2D and 3D images with singularities over edges and relatively smooth curves. The transform is based on evaluating a sizable set of line integrals over a special pyramid of segments defined on the image grid. In this talk I'll present the basic principles and properties of the transform particularly for the 3D case, as well as some interesting applications.