“Making Magic With 3D Volume Style Transfer” by Tollec and Navarro
Conference:
Type(s):
Title:
- Making Magic With 3D Volume Style Transfer
Session/Category Title: Generative AI and Style Transfer
Presenter(s)/Author(s):
Abstract:
Disney’s “Wish” utilized advancements in Volumetric Neural Style Transfer in order to uniquely stylize 3D volume simulations with hand-drawn 2D textures and shapes. This technology helped inform and accelerate the visual development process, increase the reuse and efficiency of assets, and achieve styles with previously unachievable details.
References:
[1]
Joshua Aurand, Raphael Ortiz, Silvia Nauer, and Vinicius C. Azevedo. 2022. Efficient Neural Style Transfer for Volumetric Simulations. ACM Trans. Graph. 41, 6, Article 257 (nov 2022), 10 pages. https://doi.org/10.1145/3550454.3555517
[2]
Byungsoo Kim, Vinicius C. Azevedo, Markus H. Gross, and Barbara Solenthaler. 2019. Transport-Based Neural Style Transfer for Smoke Simulations. CoRR abs/1905.07442 (2019). arXiv:1905.07442http://arxiv.org/abs/1905.07442
[3]
Mike Navarro. 2023. Diving Deeper into Volume Style Transfer. In ACM SIGGRAPH 2023 Talks (, Los Angeles, CA, USA,) (SIGGRAPH ’23). Association for Computing Machinery, New York, NY, USA, Article 39, 2 pages. https://doi.org/10.1145/3587421.3595448
[4]
Mike Navarro and Jacob Rice. 2021. Stylizing Volumes with Neural Networks. In ACM SIGGRAPH 2021 Talks (Virtual Event, USA) (SIGGRAPH ’21). Association for Computing Machinery, New York, NY, USA, Article 54, 2 pages. https://doi.org/10.1145/3450623.3464652
