Abstract: Highlights•This paper proposes MHFlow to learn the distribution of the normal-light image.•MHFlow includes MHEB to capture multiscale hybrid feature and achieve feature fusion.•MHFlow includes OCAC layer to operate sufficient invertible transformation.
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