DFDNet applies learnable dynamic frequency-domain filtering plus local contrastive guidance to remove lens flare, reporting state-of-the-art scores on Flare7K++ and real-world night images.
Flare7k: A phenomenological nighttime flare removal dataset
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DFDNet: Dynamic Frequency-Guided De-Flare Network
DFDNet applies learnable dynamic frequency-domain filtering plus local contrastive guidance to remove lens flare, reporting state-of-the-art scores on Flare7K++ and real-world night images.