| Paper Abstract and Keywords |
| Presentation |
2024-03-05 12:00
Semiautomatic Cutout of Objects from 3D Scene Reconstructed with Gaussian Splatting
Yuya Matsumoto, Issei Fujishiro (Keio Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
With advances in extended reality technologies, there is an increasing demand for three-dimensional (3D) scene reconstruction from captured videos. With the advent of Neural Radiance Fields, research on 3D reconstruction has made rapid progress, leading to environments where 3D reconstruction can be easily achieved only with smartphones. However, editing reconstructed 3D scenes or specific objects remains challenging and is still in its early stages. This study aims to semiautomatically edit 3D scenes reconstructed by Gaussian Splatting. We propose a method to estimate and extract foreground objects automatically from user input, and to cut them out from the scene. By applying to 3D scenes reconstructed from existing trained scenes and captured videos, we confirmed the ability of the proposed method to perform visually plausible cutout of foreground objects. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Novel view synthesis / 3D reconstruction / Scene editing / 3D Gaussian Splatting / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 48, pp. 19-22, March 2024. |
| Paper # |
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| Date of Issue |
2024-02-27 (AIT) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| Conference Date |
2024-03-05 - 2024-03-05 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tokyo University of Technology |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Expressive Japan 2024 |
| Paper Information |
| Registration To |
IIEEJ |
| Conference Code |
2024-03-AIT-IIEEJ-AS-ARTS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Semiautomatic Cutout of Objects from 3D Scene Reconstructed with Gaussian Splatting |
| Sub Title (in English) |
|
| Keyword(1) |
Novel view synthesis |
| Keyword(2) |
3D reconstruction |
| Keyword(3) |
Scene editing |
| Keyword(4) |
3D Gaussian Splatting |
| Keyword(5) |
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| 1st Author's Name |
Yuya Matsumoto |
| 1st Author's Affiliation |
Keio University (Keio Univ.) |
| 2nd Author's Name |
Issei Fujishiro |
| 2nd Author's Affiliation |
Keio University (Keio Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2024-03-05 12:00:00 |
| Presentation Time |
12 minutes |
| Registration for |
IIEEJ |
| Paper # |
AIT2024-36 |
| Volume (vol) |
vol.48 |
| Number (no) |
no.8 |
| Page |
pp.19-22 |
| #Pages |
4 |
| Date of Issue |
2024-02-27 (AIT) |