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Learning to Extract a Video Sequence from a Single Motion-Blurred Image
[article]
2018
arXiv
pre-print
We present a method to extract a video sequence from a single motion-blurred image. Motion-blurred images are the result of an averaging process, where instant frames are accumulated over time during the exposure of the sensor. Unfortunately, reversing this process is nontrivial. Firstly, averaging destroys the temporal ordering of the frames. Secondly, the recovery of a single frame is a blind deconvolution task, which is highly ill-posed. We present a deep learning scheme that gradually
arXiv:1804.04065v1
fatcat:cy7xmjzwdfattpza5abczcb2ta