67 citations · 182 across the 19 of their papers we have counts for
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cs.CV2017★ 67 cited
Deep Mean-Shift Priors for Image Restoration
Siavash Arjomand Bigdeli, Meiguang Jin, Paolo Favaro +1
In this paper we introduce a natural image prior that directly represents a Gaussian-smoothed version of the natural image distribution. We include our prior in a formulation of im…
cs.CV2017★ 35 cited
Image Restoration using Autoencoding Priors
Siavash Arjomand Bigdeli, Matthias Zwicker
We propose to leverage denoising autoencoder networks as priors to address image restoration problems. We build on the key observation that the output of an optimal denoising autoe…