110 citations · 190 across the 6 of their papers we have counts for
Showing 2018 · cs.CVShow all
2 papers · 2 filters
cs.CV2018
Unprocessing Images for Learned Raw Denoising
Tim Brooks, Ben Mildenhall, Tianfan Xue +3
Machine learning techniques work best when the data used for training resembles the data used for evaluation. This holds true for learned single-image denoising algorithms, which a…
cs.CV2018
Learning to Synthesize Motion Blur
Tim Brooks, Jonathan T. Barron
We present a technique for synthesizing a motion blurred image from a pair of unblurred images captured in succession. To build this system we motivate and design a differentiable…