Browsing by Author "Izonin, Ivan"

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    Neural network technology for image downscaling
    (Lviv Polytechnic Publishing House, 2015) Tytyk, Roman; Tkachenko, Roman; Izonin, Ivan; Hrytsyk, Kateryna; Lviv Polytechnic National University
    In this paper described for the first time neural network technology developed to zoom out images scale. The developed method uses a neural structure model geometric transformations to establish the connections between frames pairs of images of high and low resolution. Adjusted so in the learning process synaptic scales allow to change the scale of images of one class without substantial loss of quality.