18 citations · 19 across the 5 of their papers we have counts for
5 papers
Fine-Grained Spatially Varying Material Selection in Images
Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev +4
Selection is the first step in many image editing processes, enabling faster and simpler modifications of all pixels sharing a common modality. In this work, we present a method fo…
A Controllable Appearance Representation for Flexible Transfer and Editing
Santiago Jimenez-Navarro, Julia Guerrero-Viu, Belen Masia
We present a method that computes an interpretable representation of material appearance within a highly compact, disentangled latent space. This representation is learned in a sel…
TexSliders: Diffusion-Based Texture Editing in CLIP Space
Julia Guerrero-Viu, Milos Hasan, Arthur Roullier +6
Generative models have enabled intuitive image creation and manipulation using natural language. In particular, diffusion models have recently shown remarkable results for natural…
Predicting Perceived Gloss: Do Weak Labels Suffice?
Julia Guerrero-Viu, J. Daniel Subias, Ana Serrano +4
Estimating perceptual attributes of materials directly from images is a challenging task due to their complex, not fully-understood interactions with external factors, such as geom…
The Visual Language of Fabrics
Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez +2
We introduce text2fabric, a novel dataset that links free-text descriptions to various fabric materials. The dataset comprises 15,000 natural language descriptions associated to 3,…