GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images

no code implementations • CVPR 2023 • Jianchuan Chen, Wentao Yi, Liqian Ma, Xu Jia, Huchuan Lu

The results demonstrate that our approach outperforms state-of-the-art methods in terms of novel view synthesis and geometric reconstruction.

Neural Rendering Novel View Synthesis

Pixel2ISDF: Implicit Signed Distance Fields based Human Body Model from Multi-view and Multi-pose Images

no code implementations • 6 Dec 2022 • Jianchuan Chen, Wentao Yi, Tiantian Wang, Xing Li, Liqian Ma, Yangyu Fan, Huchuan Lu

The integrated features acting as the latent code are anchored to the SMPLX mesh in the canonical space.

Animatable Neural Radiance Fields from Monocular RGB Videos

1 code implementation • 25 Jun 2021 • Jianchuan Chen, Ying Zhang, Di Kang, Xuefei Zhe, Linchao Bao, Xu Jia, Huchuan Lu

We present animatable neural radiance fields (animatable NeRF) for detailed human avatar creation from monocular videos.

3D Human Reconstruction Neural Rendering +2