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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.