A Study on the Production of 3D Datasets for Stone Pagodas by Period in Korea (대한민국 시대별 석탑 3D 데이터셋 제작에 관한 연구)

Byong-Kwon Lee (이병권); Eun-Ji Kim (김은지)

doi:10.9708/jksci.2023.28.09.105

A Study on the Production of 3D Datasets for Stone Pagodas by Period in Korea

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2023, 28(9), pp.105-111
DOI : 10.9708/jksci.2023.28.09.105
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science
Received : August 4, 2023
Accepted : August 29, 2023
Published : September 27, 2023

Byong-Kwon Lee ¹, Eun-Ji Kim ¹

¹서원대학교

Accredited

ABSTRACT

Currently, most of content restoration using artificial intelligence learning is 2D learning. However, 3D form of artificial intelligence learning is in an incomplete state due to the disadvantage of requiring a lot of computation and learning speed from the existing 2 axes (X, Y) to 3 axes (X, Y, Z). The purpose of this paper is to secure a data-set for artificial intelligence learning by analyzing and 3D modeling the stone pagodas of ourinari by era based on the two-dimensional information (image) of cultural assets. In addition, we analyzed the differences and characteristics of towers in each era in Korea, and proposed a feature modeling method suitable for artificial intelligence learning. Restoration of cultural properties relies on a variety of materials, expert techniques and historical archives. By recording and managing the information necessary for the restoration of cultural properties through this study, it is expected that it will be used as an important documentary heritage for restoring and maintaining Korean traditional pagodas in the future.

KEYWORDS

Cultural Heritage Image Modeling, Korean Historical Pagodas, AI-based 3D Reconstruction, Cultural Heritage Restoration, Accuracy from Multiple Perspectives

Citation status

* References for papers published after 2023 are currently being built.

[journal] Ma, Zhiliang / 2018 / A review of 3D reconstruction techniques in civil engineering and their applications / Advanced Engineering Informatics 37 : 163~174

[journal] Vergauwen, Maarten / 2006 / Web-based 3D reconstruction service / Machine vision and applications 17(6) : 411~426

[journal] Fatahilah, Muhammad Fahlesa / 2019 / 3D GaN nanoarchitecture for field-effect transistors / Micro and Nano Engineering 3 : 59~81

[web] Sun, Li / 2020 / Hierarchical amortized training for memory-efficient high resolution 3D GAN / arXiv / arXiv:2008.01910

[journal] Li, Ruihui / 2021 / SP-GAN: Sphere-guided 3D shape generation and manipulation / ACM Transactions on Graphics (TOG) 40(4) : 1~12

[confproc] W. Guo / 2008 / Image-Based Modeling of Virtual Pagoda of China / 2008 International Conference on Multimedia and Ubiquitous Engineering (mue 2008) : 9~14

[confproc] Y. Ganeeva / 2022 / The impact of intermediate video frames reconstruction step on the result of 3D reconstruction of objects / 2022 VIII International Conference on Information Technology and Nanotechnology (ITNT) : 1~5

[other] Bang Dae-gwang / 2023 / Pagoda of the Three Kingdoms Period, when Buddhism flourished / National History Compilation Committee

[book] Chun Deuk-myeong / 2023 / Colorful Books / Daewon Publishing House

[confproc] M. Ouza / 2017 / A simple radar simulation tool for 3D objects based on blender / 2017 18th International Radar Symposium (IRS) 2017 : 1~10

[confproc] G. V. Patil / 2016 / Distributed rendering system for 3D animations with Blender / 2016 IEEE International Conference on Advances in Electronics, Communication and Computer Technology (ICAECCT) : 91~98

[confproc] W. Guo / 2008 / Image-Based Modeling of Virtual Pagoda of China / 2008 International Conference on Multimedia and Ubiquitous Engineering (mue 2008) : 9~14

[confproc] M. Z. Patoli / 2009 / An open source Grid based render farm for Blender 3D / 2009 IEEE/PES Power Systems Conference and Exposition : 1~6

[confproc] S. Skuratovskyi / 2019 / Outdoor Mapping Framework: from Images to 3D Model / 2019 Signal Processing Symposium (SPSympo) : 296~399

[journal] Ke Gao / 2021 / Local Feature Performance Evaluation for Structure-From-Motion and Multi-View Stereo Using Simulated City-Scale Aerial Imagery / IEEE Sensors Journal / Institute of Electrical and Electronics Engineers (IEEE) 21(10) : 11615~11627

[confproc] J. Ko / 2023 / 3D GAN Inversion with Pose Optimization / 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) : 2966~2975

[web] High Sky / 2019 / About Temples (Stone Tower Structure) / Naver Blog / https://m.blog.naver.com/kdjhmr/221577418772

[book] Song Seok-sang / 1996 / Learning our cultural heritage through painting / Hakyeon Munhwasa

[web] Like Just Water / Stone Pagodas in Korea / gimigi.tistory / https://gimigi.tistory.com/19

This paper was written with support from the National Research Foundation of Korea.

KJCKorea
Journal Central

Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65

A Study on the Production of 3D Datasets for Stone Pagodas by Period in Korea

ABSTRACT

KEYWORDS

Citation status

* References for papers published after 2023 are currently being built.

Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65

A Study on the Production of 3D Datasets for Stone Pagodas by Period in Korea

ABSTRACT

KEYWORDS

Statistics

Tools

Issue List

Citation status

KCI Citation Counts (0)

REFERENCES (19) * References for papers published after 2023 are currently being built.

Search PDF

Citation

* References for papers published after 2023 are currently being built.