A Study on the Application of ColMap in 3D Reconstruction for Cultural Heritage Restoration (문화재복원을 위한 콜맵 3D 재구성 어플리케이션에 관한 연구)

Lee Byong Kwon (이병권); Beom-jun Kim (김범준); Woo-Jong Yoo (유우종); Min-Ahn (안민); Soo-Jin Han (한수진)

doi:10.9708/jksci.2023.28.08.095

A Study on the Application of ColMap in 3D Reconstruction for Cultural Heritage Restoration

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2023, 28(8), pp.95-101
DOI : 10.9708/jksci.2023.28.08.095
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science
Received : July 27, 2023
Accepted : August 16, 2023
Published : August 31, 2023

Lee Byong Kwon ¹, Beom-jun Kim ¹, Woo-Jong Yoo ², Min-Ahn ¹, Soo-Jin Han ¹

¹서원대학교
²대전보건대학교

Accredited

ABSTRACT

Colmap is one of the innovative artificial intelligence technologies, highly effective as a tool in 3D reconstruction tasks. Moreover, it excels at constructing intricate 3D models by utilizing images and corresponding metadata. Colmap generates 3D models by merging 2D images, camera position data, depth information, and so on. Through this, it achieves detailed and precise 3D reconstructions, inclusive of objects from the real world. Additionally, Colmap provides rapid processing by leveraging GPUs, allowing for efficient operation even within large data sets. In this paper, we have presented a method of collecting 2D images of traditional Korean towers and reconstructing them into 3D models using Colmap. This study applied this technology in the restoration process of traditional stone towers in South Korea. As a result, we confirmed the potential applicability of Colmap in the field of cultural heritage restoration.

KEYWORDS

3D Reconstruction, SfM, Point Cloud, Pose Estimation, CNN

Citation status

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

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

[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

[confproc] A. Adán / 2017 / Fusion of thermal imagery and LiDAR data for generating TBIM models / 2017 IEEE SENSORS : 1~3

[confproc] Y. -L. Tseng / 2014 / Profile conversion of a picture into a 3D model reminiscent of low relief for 3D-printing / Proceedings of the 33rd Chinese Control Conference : 2953~2957

[confproc] Meng Yao-wei / 2010 / A new interactive approach of 3D modeling reconstruction from contours / 2010International Conference on Computer Application and System Modeling (ICCASM 2010) : V6-496~V6-499

[confproc] X. Chen / 2018 / Research on 3D Reconstruction Based on Multiple Views / 2018 13th International Conference on Computer Science & Education (ICCSE) : 1~5

[confproc] R. Pagés / 2012 / 3D facial merging for virtual human reconstruction / 2012 3DTV-Conference: The True Vision -Capture, Transmission and Display of 3D Video (3DTV-CON) : 1~4

[confproc] D. Christie / 2016 / 3D reconstruction of dynamic vehicles using sparse 3D-laser-scanner and 2D image fusion / 2016 International Conference on Informatics and Computing (ICIC) : 61~65

[confproc] J. Schöneberg / 2019 / 3D Deep Convolutional Neural Networks in Lattice Light-Sheet Data Puncta Segmentation / 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2019 : 2369~2372

[journal] Dinh-Cuong Hoang / 2020 / Panoptic 3D Mapping and Object Pose Estimation Using Adaptively Weighted Semantic Information / IEEE Robotics and Automation Letters / Institute of Electrical and Electronics Engineers (IEEE) 5(2) : 1962~1969

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

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 Application of ColMap in 3D Reconstruction for Cultural Heritage Restoration

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 Application of ColMap in 3D Reconstruction for Cultural Heritage Restoration

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.