IEICE TRANSACTIONS on Information
Graph Based Wave Function Collapse Algorithm for Procedural Content Generation in Games
Summary :
This paper describes graph-based Wave Function Collapse algorithm for procedural content generation. The goal of this system is to enable a game designer to procedurally create key content elements in the game level through simple association rule input. To do this, we propose a graph-based data structure that can be easily integrated with a navigation mesh data structure in a three-dimensional world. With our system, if the user inputs the minimum association rule, it is possible to effectively perform procedural content generation in the three-dimensional world. The experimental results show that the Wave Function Collapse algorithm, which is a texture synthesis algorithm, can be extended to non-grid shape content with high controllability and scalability.
- Publication
- IEICE TRANSACTIONS on Information Vol.E103-D No.8 pp.1901-1910
- Publication Date
- 2020/08/01
- Publicized
- 2020/05/20
- Online ISSN
- 1745-1361
- DOI
- 10.1587/transinf.2019EDP7295
- Type of Manuscript
- PAPER
- Category
- Computer Graphics
Authors
Hwanhee KIM
NCSOFT
Teasung HAHN
NCSOFT
Sookyun KIM
Jeju Naional University
Shinjin KANG
Hongik University
Keyword
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Hwanhee KIM, Teasung HAHN, Sookyun KIM, Shinjin KANG, "Graph Based Wave Function Collapse Algorithm for Procedural Content Generation in Games" in IEICE TRANSACTIONS on Information,
vol. E103-D, no. 8, pp. 1901-1910, August 2020, doi: 10.1587/transinf.2019EDP7295.
Abstract: This paper describes graph-based Wave Function Collapse algorithm for procedural content generation. The goal of this system is to enable a game designer to procedurally create key content elements in the game level through simple association rule input. To do this, we propose a graph-based data structure that can be easily integrated with a navigation mesh data structure in a three-dimensional world. With our system, if the user inputs the minimum association rule, it is possible to effectively perform procedural content generation in the three-dimensional world. The experimental results show that the Wave Function Collapse algorithm, which is a texture synthesis algorithm, can be extended to non-grid shape content with high controllability and scalability.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2019EDP7295/_p
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@ARTICLE{e103-d_8_1901,
author={Hwanhee KIM, Teasung HAHN, Sookyun KIM, Shinjin KANG, },
journal={IEICE TRANSACTIONS on Information},
title={Graph Based Wave Function Collapse Algorithm for Procedural Content Generation in Games},
year={2020},
volume={E103-D},
number={8},
pages={1901-1910},
abstract={This paper describes graph-based Wave Function Collapse algorithm for procedural content generation. The goal of this system is to enable a game designer to procedurally create key content elements in the game level through simple association rule input. To do this, we propose a graph-based data structure that can be easily integrated with a navigation mesh data structure in a three-dimensional world. With our system, if the user inputs the minimum association rule, it is possible to effectively perform procedural content generation in the three-dimensional world. The experimental results show that the Wave Function Collapse algorithm, which is a texture synthesis algorithm, can be extended to non-grid shape content with high controllability and scalability.},
keywords={},
doi={10.1587/transinf.2019EDP7295},
ISSN={1745-1361},
month={August},}
Copy
TY - JOUR
TI - Graph Based Wave Function Collapse Algorithm for Procedural Content Generation in Games
T2 - IEICE TRANSACTIONS on Information
SP - 1901
EP - 1910
AU - Hwanhee KIM
AU - Teasung HAHN
AU - Sookyun KIM
AU - Shinjin KANG
PY - 2020
DO - 10.1587/transinf.2019EDP7295
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E103-D
IS - 8
JA - IEICE TRANSACTIONS on Information
Y1 - August 2020
AB - This paper describes graph-based Wave Function Collapse algorithm for procedural content generation. The goal of this system is to enable a game designer to procedurally create key content elements in the game level through simple association rule input. To do this, we propose a graph-based data structure that can be easily integrated with a navigation mesh data structure in a three-dimensional world. With our system, if the user inputs the minimum association rule, it is possible to effectively perform procedural content generation in the three-dimensional world. The experimental results show that the Wave Function Collapse algorithm, which is a texture synthesis algorithm, can be extended to non-grid shape content with high controllability and scalability.
ER -
English
