SGSST: Scaling Gaussian Splatting Style Transfer

Bruno Galerne^1,2, Jianling Wang¹, Lara Raad³, Jean-Michel Morel⁴,

¹Institut Denis Poisson, Université d'Orléans, Université de Tours, CNRS
²Institut Universitaire de France (IUF)
³Instituto de Ingeniería Eléctrica, Facultad de Ingeniería, Universidad de la República ⁴City University of Hong Kong

Project Paper arXiv Code Gallery of our results Comparison evaluations

Comparative evaluations with different scenes and style images

Garden Counter Kitchen Train Truck Fern Family Horse Trex

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 5187x3361 and output sizes are 5187x3361 for SGSST, 1600x1036 for StyleGaussian, and 1297x840 for ARF (input downscaled by 4).

BibTeX

@article{sgsst_arXiv2024,
  author    = {Bruno Galerne, Jianling Wang, Lara Raad, Jean-Michel Morel},
  title     = {SGSST: Scaling Gaussian Splatting Style Transfer},
  journal   = {arXiv},
  year      = {2024},
}

SGSST: Scaling Gaussian Splatting Style Transfer

Comparative evaluations with different scenes and style images

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 3115x2076 and output sizes are 3115x2076 for SGSST, 1600x1066 for StyleGaussian, and 779x519 for ARF (input downscaled by 4).

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 3115x2078 and output sizes are 3115x2078 for SGSST, 1600x1067 for StyleGaussian, and 779x520 for ARF (input downscaled by 4).

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image sizes is 980x545.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image size is 979x546.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 4032x3024 and output sizes are 4032x3024 for SGSST, 1600x1200 for StyleGaussian, and 1008x756 for ARF.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image size is 977x544.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image size is 976x544.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 4032x3024 and output sizes are 4032x3024 for SGSST, 1600x1200 for StyleGaussian, and 1008x756 for ARF.

Related Links

BibTeX

SGSST: Scaling Gaussian Splatting Style Transfer

Comparative evaluations with different scenes and style images

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden . From left to right: scene and style, SGSST result, StyleGaussian result, ARF result. Image sizes is 980x545.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden . From left to right: scene and style, SGSST result, StyleGaussian result, ARF result. Image size is 979x546.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden . From left to right: scene and style, SGSST result, StyleGaussian result, ARF result. Input size is 4032x3024 and output sizes are 4032x3024 for SGSST, 1600x1200 for StyleGaussian, and 1008x756 for ARF.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden . From left to right: scene and style, SGSST result, StyleGaussian result, ARF result. Image size is 977x544.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden . From left to right: scene and style, SGSST result, StyleGaussian result, ARF result. Image size is 976x544.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden . From left to right: scene and style, SGSST result, StyleGaussian result, ARF result. Input size is 4032x3024 and output sizes are 4032x3024 for SGSST, 1600x1200 for StyleGaussian, and 1008x756 for ARF.

Related Links

BibTeX

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image sizes is 980x545.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image size is 979x546.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 4032x3024 and output sizes are 4032x3024 for SGSST, 1600x1200 for StyleGaussian, and 1008x756 for ARF.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image size is 977x544.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Image size is 976x544.

Comparison of SGSST with StyleGaussian and ARF for the scene named Garden .
From left to right: scene and style, SGSST result, StyleGaussian result, ARF result.
Input size is 4032x3024 and output sizes are 4032x3024 for SGSST, 1600x1200 for StyleGaussian, and 1008x756 for ARF.