Presentation / Installation


End-to-end Procedural Material Capture With Proxy-free Mixed-integer Optimization
DescriptionWe present a procedural material capture framework that co-optimizes the continuous and discrete parameters in a procedural material graph to match a photographed, real material appearance. Our approach enables end-to-end, approximation-free differentiability through differentiable noise/pattern generator nodes and can fully translate and optimize significantly more diverse materials than previous works.
Event Type
Technical Paper
TimeThursday, 10 August 20232:22pm - 2:33pm PDT
LocationRoom 502 AB
ACM Digital Library Technical Papers pdfs
Session Time & Location
Sunday, 6 August 20236pm - 8:30pm PDTWest Hall B
Thursday, 10 August 20232pm - 3:30pm PDTRoom 502 AB
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Keywords
Rendering
Registration Categories
FC
FCS
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EFC