OmniLight is a generalized WD-MoE model for shadow removal and adverse lighting normalization that, along with a specialized baseline, achieved top rankings in all NTIRE 2026 Challenge lighting tracks.
Direction-aware spatial context features for shadow detection
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OmniLight: One Model to Rule All Lighting Conditions
OmniLight is a generalized WD-MoE model for shadow removal and adverse lighting normalization that, along with a specialized baseline, achieved top rankings in all NTIRE 2026 Challenge lighting tracks.