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In this paper, we conduct research on the novel natural image reconstruction and representation algorithm based on clustering and modified neural network. Image resolution e nhancement is one of the earliest researches of single image interpolation. Although the traditional interpolation and method for single image amplification is effect, but did not provide more useful information. Our method combines the neural network and the clustering approach. The experiment shows that our method performs well and satisfactory.

Research on Novel Natural Image Reconstruction and Representation Algorithm based on Clustering and Modified Neural Network