Lapped nonlinear interpolative vector quantization and image super-resolution

An improved version of an algorithm designed to perform image restoration through use of nonlinear interpolative vector quantization is discussed. Using lapped bocks in the decoding process is helpful. The algorithm has been trained on original and diffraction-limited image paris. The nonlinearity of the algorithm gives super-resolution in restored images.