GenLit: Reformulating Single-Image Relighting as Video Generation

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Analysis on the OBJAVERSE-GENLIT Dataset

Analysis on Relighting Quality

WALL-AREA (see more) OPEN-AREA (see more)

Input

Ours

GT

Comparisons with State-of-the-Art

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Input

WS-SIR

IC-Light

Ours

GT

Analysis on Generalization Ability

500-OOD: Generalization to Unseen Object Categories

Left: Input Image. Middle: Ours. Right: GT.

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Sim2Real: Generalization to Real Images

Left: Input Image. Middle: Ours. Right: GT Light Position.

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MIT Multi-Illumination Dataset

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Input

Latent-Intrinsics

Ours

GT