LUMEN enhances low-light images via depth estimation, soft clustering for virtual flash simulation, and attention-based transformer fusion, reporting state-of-the-art results on LOL-v1 and LOL-v2 benchmarks.
Empower- ing low-light image enhancer through customized learn- able priors,
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LUMEN: Low-light Unified Multi-stage Enhancement Network using depth-guided flash, clustering, and attention-based Transformers
LUMEN enhances low-light images via depth estimation, soft clustering for virtual flash simulation, and attention-based transformer fusion, reporting state-of-the-art results on LOL-v1 and LOL-v2 benchmarks.