Presentation
EyeIR: Single Eye Image Inverse Rendering in the Wild
SessionNeRFs and Lighting
DescriptionWe propose a method to decompose a single eye image into albedo, shading, specular, normal, and illumination component. We create a diverse synthetic eye dataset and design a synthetic-to-real adaptation framework for self-supervised learning on real images. We also design a method which specifically addresses ambiguities caused by corneal specularity.

Event Type
Technical Paper
TimeTuesday, 30 July 202411:35am - 11:45am MDT
LocationMile High 1
ACM Digital Library
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Session Time & Location
Sunday, 28 July 20246:00pm - 8:45pm MDTBluebird Ballroom
Tuesday, 30 July 202410:45am - 12:15pm MDTMile High 1
Research & Education
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Geometry
Modeling
Rendering
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