Deep Bilateral Learning for Real-Time Image Enhancement

Re:Deep Bilateral Learning for Real-Time Image Enhancement by dgreensp on Wednesday August 02, 2017 @11:58AM (#14911588)

"Enhancement" meaning tone-mapping? Are neural networks really required for that? Seems like a lot of heavy machinery for the resulting filter, but maybe tone-mapping standards have gone up.

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Re:Deep Bilateral Learning for Real-Time Image Enhancement by web007 on Wednesday August 02, 2017 @12:19PM (#14911862)

They imply "human operator" level retouching, so potentially some combination of tone mapping, unsharp mask, edge enhancement, etc. as a single NN operation. It's also <30ms for 1080p on mobile, so potentially better than average speed.

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Re:Deep Bilateral Learning for Real-Time Image Enhancement by londons_explore on Wednesday August 02, 2017 @06:26PM (#14915247)

This is effectively "tone mapping" which is aware of context. Ie. a face and a shoe might have the exact same color, yet they can end up different colours after processing even if they appear in the same image.

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