Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2406.11570 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866911920696590336 |
|---|---|
| author | Lim, Adrian Xuan Wei Ng, Lynnette Hui Xian Kyger, Nicholas Michigami, Tomo Baghernezhad, Faraz |
| author_facet | Lim, Adrian Xuan Wei Ng, Lynnette Hui Xian Kyger, Nicholas Michigami, Tomo Baghernezhad, Faraz |
| contents | Radiance fields produce high fidelity images with high rendering speed, but are difficult to manipulate. We effectively perform avatar texture transfer across different appearances by combining benefits from radiance fields and mesh surfaces. We represent the source as a radiance field using 3D Gaussian Splatter, then project the Gaussians on the target mesh. Our pipeline consists of Source Preconditioning, Target Vectorization and Texture Projection. The projection completes in 1.12s in a pure CPU compute, compared to baselines techniques of Per Face Texture Projection and Ray Casting (31s, 4.1min). This method lowers the computational requirements, which makes it applicable to a broader range of devices from low-end mobiles to high end computers. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_11570 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Projecting Radiance Fields to Mesh Surfaces Lim, Adrian Xuan Wei Ng, Lynnette Hui Xian Kyger, Nicholas Michigami, Tomo Baghernezhad, Faraz Graphics Radiance fields produce high fidelity images with high rendering speed, but are difficult to manipulate. We effectively perform avatar texture transfer across different appearances by combining benefits from radiance fields and mesh surfaces. We represent the source as a radiance field using 3D Gaussian Splatter, then project the Gaussians on the target mesh. Our pipeline consists of Source Preconditioning, Target Vectorization and Texture Projection. The projection completes in 1.12s in a pure CPU compute, compared to baselines techniques of Per Face Texture Projection and Ray Casting (31s, 4.1min). This method lowers the computational requirements, which makes it applicable to a broader range of devices from low-end mobiles to high end computers. |
| title | Projecting Radiance Fields to Mesh Surfaces |
| topic | Graphics |
| url | https://arxiv.org/abs/2406.11570 |