Our method simplifies the complex task of HDRI reconstruction by focusing on estimating interactions with known surface reflective properties, significantly enhancing albedo prediction across various scenarios.
The Illum Net employs a cross-attention mechanism that synthesizes convolved HDRI maps by integrating image information into the Phong reflectance lobe representation, achieving improved lighting inference.
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