This lecture covers the concepts of continuous/discrete image representations, classical and generalized image interpolation, polynomial splines, wavelets, and cubic-spline interpolation. It also discusses interpolation filtering solutions, B-spline basis functions, Haar transform, image pyramids, and geometric transformations of images.