ZeST: Zero-Shot Material Transfer from a Single Image

arXiv:2404.06425v1 Announce Type: new
Abstract: We propose ZeST, a method for zero-shot material transfer to an object in the input image given a material exemplar image. ZeST leverages existing diffusion adapters to extract implicit material representation from the exemplar image. This representation is used to transfer the material using pre-trained inpainting diffusion model on the object in the input image using depth estimates as geometry cue and grayscale object shading as illumination cues. The method works on real images without …

arxiv cs.cv image material transfer type zero-shot