Super-resolution of voxel model using 3D ESRGAN

Ryosuke Ueda, Yuta Muraki · 2024

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.

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