LaFiTe: A Generative Latent Field for 3D Native Texturing

1Tsinghua University 2VAST 3The University of Hong Kong

Gallery

Latent Color Field Generation Framework

Pipeline

Image-conditioned Texture Generation Comparison

material_transfer

Occlusion handling

LaFiTe’s 3D-native formulation generates complete and coherent textures even in highly occluded regions where projection methods fail.

material_transfer

Application

Material Transfer

Direct material transfer with our method, where a 2D material image is used as the image condition to synthesize seamless PBR textures on the mesh.

Methodology Diagram

Partial refinement

Local texture refinement with LaFiTe, resulting in a much higher level of local details.

Refinement

Inpainting

LaFiTe flexibly combines inpainting with other multi-view generation approaches to achieve better results.

Inpainting

Bibtex

@article{LaFiTe2025,
    author    = {Chen, Chia-Hao and Zou, Zi-Xin and Cao, Yan-Pei and Yuan, Ze and Luo, Guan and 
                Qi, Xiaojuan and Liang, Ding and Zhang, Song-Hai and Guo, Yuan-Chen},
    title     = {LaFiTe: A Generative Latent Field for 3D Native Texturing},
    journal   = {arXiv preprint arXiv:2512.04786},
    year      = {2025},
}