A plug-and-play loss that trains RAW reconstruction networks to remain accurate after diverse photofinishing edits by comparing rendered sRGB outputs from a randomly parameterized differentiable ISP.
Modeling radiometric uncertainty for vision with tone- mapped color images.IEEE Transactions on Pattern Analy- sis and Machine Intelligence, 36(11):2185–2198, 2014
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Edit-aware RAW Reconstruction
A plug-and-play loss that trains RAW reconstruction networks to remain accurate after diverse photofinishing edits by comparing rendered sRGB outputs from a randomly parameterized differentiable ISP.