SIMULTANEOUS UNCONTROLLED SEGMENTATION OF OBJECTS AND DRAWING Russian patent published in 2019 - IPC G06T1/40 G06T5/50 

FIELD: image processing means.

SUBSTANCE: invention relates to image processing. Computing system for performing automatic image processing comprises: a first neural network for forming a coarse image z by object segmentation O from initial image x, containing object O and background B_x, using segmentation mask, and cutting with segmented object mask O from image x and inserting it into an image y, containing only background B_y; a second neural network for creating an improved version images ŷ with inserted segmented object O by improving coarse image z based on original images x and y and a mask m; third neural network for image reconstruction only background without remote segmented object O by drawing an image obtained by zeroing pixel images x using a mask m; wherein the first, second and third neural networks are combined into a common neural network architecture for successive segmentation, enhancement and drawing and simultaneous training; wherein the general architecture of the neural network receives images and outputs the processed images of the same size.

EFFECT: higher efficiency of image processing.

26 cl, 5 dwg