3D Texture

3D texture generation focuses on creating realistic surface textures for three-dimensional models, aiming to overcome limitations of traditional UV-mapping techniques like seams and distortions. Current research heavily utilizes diffusion models, often coupled with multi-view sampling and resampling strategies, or latent space refinement to achieve high-quality, text-guided texture synthesis and editing. These advancements are significantly impacting fields like virtual reality, game design, and material science by enabling more realistic and customizable 3D assets and facilitating the exploration of novel material properties through simulation.