Presentation
Appearance-aware Multi-view SVBRDF Reconstruction via Deep Reinforcement Learning
SessionMore Than it Looks Like
DescriptionThis paper introduces an appearance-aware adaptive sampling method using deep reinforcement learning to optimize the reconstruction of spatially-varying BRDFs from minimal images. By modeling the sampling as a sequential decision-making problem, the method identifies the next best view-lighting pair, outperforming heuristic sampling strategies for heterogeneous materials.
Event Type
Technical Paper
TimeThursday, 14 August 20254:05pm - 4:15pm PDT
LocationWest Building, Rooms 220-222
ACM Digital Library
Journal Papers' PDFs
Conference Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Thursday, 14 August 20253:45pm - 5:15pm PDTWest Building, Rooms 220-222
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