UV Texture

UV texture mapping is a crucial technique in 3D graphics for representing the surface appearance of objects, focusing on efficient and realistic texture generation and manipulation. Current research emphasizes deep learning approaches, particularly diffusion models and generative adversarial networks (GANs), to create high-resolution, lighting-independent textures from various inputs like text or images, and to enable semantic editing within the UV space. These advancements improve the efficiency and controllability of 3D modeling pipelines across diverse applications, including virtual humans, clothing simulation, and general 3D asset creation. The resulting improvements in texture quality and generation speed are significant for fields like virtual reality, gaming, and computer-aided design.

Papers

June 28, 2024

SemUV: Deep Learning based semantic manipulation over UV texture map of virtual human heads
Anirban Mukherjee, Venkat Suprabath Bitra, Vignesh Bondugula, Tarun Reddy Tallapureddy, Dinesh Babu Jayagopi
Deep Learning StyleGAN Latent 3D Human Head Appearance Editing UV Texture

March 22, 2024

TexRO: Generating Delicate Textures of 3D Models by Recursive Optimization
Jinbo Wu, Xing Liu, Chenming Wu, Xiaobo Gao, Jialun Liu, Xinqi Liu, Chen Zhao, Haocheng Feng, Errui Ding, Jingdong Wang
3D Model 3D Mesh Recursive Algorithm Texture Generation Texture Quality UV Texture Deep Texture

December 21, 2023

Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models
Xianfang Zeng, Xin Chen, Zhongqi Qi, Wen Liu, Zibo Zhao, Zhibin Wang, Bin Fu, Yong Liu, Gang Yu
3D Content 3D Mesh Texture Map UV Texture Texture Diffusion

August 21, 2023

Texture Generation on 3D Meshes with Point-UV Diffusion
Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Zhengzhe Liu, Xiaojuan Qi
3D Mesh High Fidelity Texture Texture Generation UV Texture Point Diffusion

May 4, 2023

TUVF: Learning Generalizable Texture UV Radiance Fields
An-Chieh Cheng, Xueting Li, Sifei Liu, Xiaolong Wang
High Fidelity Texture UV Mapping UV Texture

November 25, 2022

FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction
Haoran Bai, Di Kang, Haoxian Zhang, Jinshan Pan, Linchao Bao
StyleGAN Latent 3D Face Reconstruction UV Texture

November 13, 2021

PhysXNet: A Customizable Approach for LearningCloth Dynamics on Dressed People
Jordi Sanchez-Riera, Albert Pumarola, Francesc Moreno-Noguer
Learning Dynamic Garment Dynamic UV Texture Dense Mesh Cloth Deformation