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  4. 9(134)'2015
  5. Neural network method for change resolution of images

Neural network method for change resolution of images

I.V. Izonin, R.O. Tkachenko, D.D. Peleshko, D.A. Batyuk
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A new method for change resolution images based on machine learning is developed. This method also is improvement by replacing the use of ANN in processing each frame to use coefficients of weights of synaptic connections obtained during training ANN. Conducted series of experiments to determine the parameters of the method.
Keywords: image, resolution increase, artificial neural network, model of geometric transformations frame, linearity synapse