Artificial intelligence usage for the formation of graphic images
Author
Romanyuk, O.
Zavalniuk, Ye.
Bobko, O.
Stakhov, O.
Romanyuk, S.
Романюк, О. Н.
Завальнюк, Є. К.
Бобко, О. Л.
Стахов, О. Я.
Романюк, С. О.
Date
2025Metadata
Show full item recordCollections
Abstract
In the work, it is analyzed the main aspects of artificial intelligence
usage for the formation of graphic images. The main stages of the graphics pipeline for
image formation and the prospects of applying artificial intelligence for their
optimization are considered. Generative adversarial networks, diffusion models,
transformers, ensemble learning methods, which are used for image generation, are
characterized. Direct image generation as the alternative to the image formation using
graphics editing tools is examined. The ways of optimizing the stages of 3D-model
formation, texture generation, texture mapping, 3D-model`s surface shading and
formed image post-processing are analyzed in detail.
URI:
https://ir.lib.vntu.edu.ua//handle/123456789/50657

