# In‐the‐wild Material Appearance Editing using Perceptual Attributes

> Research article (Computer Graphics Forum, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4377821364](https://www.wikidata.org/wiki/openalex:W4377821364)  
**Source**: https://4ort.xyz/entity/inthewild-material-appearance-editing-using-perceptual-attributes