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We introduce a camera pipeline for rendering visually pleasing photographs inlow light conditions, as part of the NTIRE2022 Night Photography Renderingchallenge. Given the nature of the task, where the objective is verballydefined by an expert photographer instead of relying on explicit ground truthimages, we design an handcrafted solution, characterized by a shallow structureand by a low parameter count. Our pipeline exploits a local light enhancer as aform of high dynamic range correction, followed by a global adjustment of theimage histogram to prevent washed-out results. We proportionally apply imagedenoising to darker regions, where it is more easily perceived, without losingdetails on brighter regions. The solution reached the fifth place in thecompetition, with a preference vote count comparable to those of other entries,based on deep convolutional neural networks. Code is available atwww.github.com/AvailableAfterAcceptance.

Shallow camera pipeline for night photography rendering