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- W2970059547 abstract "We recover a video of the motion taking place in a hidden scene by observing changes in indirect illumination in a nearby uncalibrated visible region. We solve this problem by factoring the observed video into a matrix product between the unknown hidden scene video and an unknown light transport matrix. This task is extremely ill-posed, as any non-negative factorization will satisfy the data. Inspired by recent work on the Deep Image Prior, we parameterize the factor matrices using randomly initialized convolutional neural networks trained in a one-off manner, and show that this results in decompositions that reflect the true motion in the hidden scene." @default.
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- W2970059547 date "2019-01-01" @default.
- W2970059547 modified "2023-09-24" @default.
- W2970059547 title "Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization" @default.
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