Super-resolution of voxel model using 3D ESRGAN

Ryosuke Ueda; Yuta Muraki

doi:10.1117/12.3018599

2 May 2024 Super-resolution of voxel model using 3D ESRGAN

Ryosuke Ueda, Yuta Muraki

Proceedings Volume 13164, International Workshop on Advanced Imaging Technology (IWAIT) 2024; 131641E (2024) https://doi.org/10.1117/12.3018599
Event: International Workshop on Advanced Imaging Technology (IWAIT) 2024, 2024, Langkawi, Malaysia

Abstract

Voxel representation is a method of 3DCG that combines identical cubes. Voxel representation is often used in medical fields such as CT and MRI because of its simple set operation and ability to represent irregular shapes. Super-resolution is a technique for generating high-resolution data from low-resolution data. However, while there have been many studies on super-resolution for images, there have been few studies on 3DCG models. In this study, we extend the super-resolution method for 2D models to 3D models to achieve highly accurate super-resolution for 3DCG models.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Ryosuke Ueda and Yuta Muraki "Super-resolution of voxel model using 3D ESRGAN", Proc. SPIE 13164, International Workshop on Advanced Imaging Technology (IWAIT) 2024, 131641E (2 May 2024); https://doi.org/10.1117/12.3018599

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
4 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

3D modeling

Voxels

Super resolution

Data modeling

Education and training

Convolution

3D image processing

Keywords/Phrases

Search In:

Publication Years