StyleGaussian: Instant 3D Style Transfer with Gaussian Splatting

no code implementations • 12 Mar 2024 • Kunhao Liu, Fangneng Zhan, Muyu Xu, Christian Theobalt, Ling Shao, Shijian Lu

We introduce StyleGaussian, a novel 3D style transfer technique that allows instant transfer of any image's style to a 3D scene at 10 frames per second (fps).

Style Transfer

FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization

no code implementations • 11 Mar 2024 • Jiahui Zhang, Fangneng Zhan, Muyu Xu, Shijian Lu, Eric Xing

3D Gaussian splatting has achieved very impressive performance in real-time novel view synthesis.

Novel View Synthesis

AI-Generated Images as Data Source: The Dawn of Synthetic Era

1 code implementation • 3 Oct 2023 • Zuhao Yang, Fangneng Zhan, Kunhao Liu, Muyu Xu, Shijian Lu

The advancement of visual intelligence is intrinsically tethered to the availability of large-scale data.

WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields

no code implementations • ICCV 2023 • Muyu Xu, Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Xiaoqin Zhang, Christian Theobalt, Ling Shao, Shijian Lu

Neural Radiance Field (NeRF) has shown impressive performance in novel view synthesis via implicit scene representation.

Novel View Synthesis

Weakly Supervised 3D Open-vocabulary Segmentation

1 code implementation • NeurIPS 2023 • Kunhao Liu, Fangneng Zhan, Jiahui Zhang, Muyu Xu, Yingchen Yu, Abdulmotaleb El Saddik, Christian Theobalt, Eric Xing, Shijian Lu

Open-vocabulary segmentation of 3D scenes is a fundamental function of human perception and thus a crucial objective in computer vision research.

Segmentation