Innovative Pixel Art: Generation and Augmentation with Pixray

The recent surge in the popularity of indie games has highlighted a growing trend towards pixel art as a favoured approach. Simultaneously, advancements in artificial intelligence have enabled the development of tools that can generate, modify, and enhance images, opening new possibilities for game art creation. This paper explores the intersection of these trends by examining the use of state-of-the-art AI tools to generate and augment pixel art. The objective is to identify a set of practical, accessible AI tools that can assist game developers in the creative process, from concept art to in-game assets. By evaluating the effectiveness, ease of use, and quality of outputs produced by various AI models, this study aims to provide actionable insights into how these technologies can streamline the art development pipeline in indie game creation. The findings aim to empower developers, regardless of their artistic skill level, to leverage AI-driven methods for enhancing their game's visual appeal and creative process.

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Publication Details

Published
2024-11-07
DOI
https://doi.org/10.1109/isetc63109.2024.10797335
Primary Topic
Augmented Reality Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Innovative Pixel Art: Generation and Augmentation with Pixray

Ştefan Holban, Marina Adriana Mercioni, Robert Bogdan Cazacu
Augmented Reality Applications
article

Innovative Pixel Art: Generation and Augmentation with Pixray

Ştefan Holban, Marina Adriana Mercioni, Robert Bogdan Cazacu
article en

Abstract

The recent surge in the popularity of indie games has highlighted a growing trend towards pixel art as a favoured approach. Simultaneously, advancements in artificial intelligence have enabled the development of tools that can generate, modify, and enhance images, opening new possibilities for game art creation. This paper explores the intersection of these trends by examining the use of state-of-the-art AI tools to generate and augment pixel art. The objective is to identify a set of practical, accessible AI tools that can assist game developers in the creative process, from concept art to in-game assets. By evaluating the effectiveness, ease of use, and quality of outputs produced by various AI models, this study aims to provide actionable insights into how these technologies can streamline the art development pipeline in indie game creation. The findings aim to empower developers, regardless of their artistic skill level, to leverage AI-driven methods for enhancing their game's visual appeal and creative process.

Polytechnic University of Timişoara (RO)
Openalex Percentile: Top 77%
Augmented Reality Applications
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