Chapter ХIІІ. Artificial intelligence usage for the formation of graphic images

Romanyuk, Oleksandr (orcid.org/0000-0002-2245-3364), Zavalniuk, Yevhen (orcid.org/0009-0005-1202-4653), Bobko, Oleksii (orcid.org/0009-0000-1753-279X), Stakhov, Oleksii (orcid.org/0000-0002-4901-3211) and Romanyuk, Sergey (orcid.org/0000-0002-6400-0021) (2025) Chapter ХIІІ. Artificial intelligence usage for the formation of graphic images . ФОП Ямчинський О.В., м. Київ, Україна, pp. 165-181. ISBN 978-617-8830-09-0

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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.

Item Type:	Book
Additional Information:	Romanyuk Oleksandr, Zavalniuk Yevhen, Bobko Oleksii, Stakhov Oleksii, Romanyuk Sergey. Chapter ХIІІ. Artificial intelligence usage for the formation of graphic images. Штучний інтелект у науці : монографія / [авт. колектив]; за ред. Яцишина Андрія та Яцишин Анни. – Київ: ФОП Ямчинський О.В., 2025. – С. 165-181. ISBN 978-617-8830-09-0
Keywords:	rendering, generative adversarial networks, transformers, diffusion model, graphics pipeline
Subjects:	Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.5 Human-computer interaction. Man-machine interface. User interface. User environment Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.9 Application-oriented computer-based techniques
Divisions:	Institute for Digitalisation of Education > Generic resouse
Depositing User:	д.пед.н. Анна Яцишин
Date Deposited:	28 Jan 2026 08:51
Last Modified:	03 Feb 2026 11:56
URI:	https://lib.iitta.gov.ua/id/eprint/748280

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