Presentation
MatCLIP: Light- and Shape-Insensitive Assignment of PBR Material Models
SessionBeautiful Materials
DescriptionMatCLIP assigns realistic PBR materials to 3D models using shape- and lighting-invariant descriptors derived from images, including LDM outputs and photos. It outperforms prior methods by over 15%, enabling consistent material predictions across varied geometry and lighting, with applications to large-scale 3D datasets like ShapeNet and Objaverse.
Event Type
Technical Paper
TimeThursday, 14 August 20259:10am - 9:20am PDT
LocationWest Building, Rooms 301-305
ACM Digital Library
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Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Thursday, 14 August 20259:00am - 10:30am PDTWest Building, Rooms 301-305
Research & Education
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