189 citations · 957 across the 19 of their papers we have counts for
3 papers · 2 filters
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution
Muhammad Waleed Gondal, Bernhard Schölkopf, Michael Hirsch
While implicit generative models such as GANs have shown impressive results in high quality image reconstruction and manipulation using a combination of various losses, we consider…
Perceptual Video Super Resolution with Enhanced Temporal Consistency
Eduardo Pérez-Pellitero, Mehdi S. M. Sajjadi, Michael Hirsch +1
With the advent of perceptual loss functions, new possibilities in super-resolution have emerged, and we currently have models that successfully generate near-photorealistic high-r…
Automatic Estimation of Modulation Transfer Functions
Matthias Bauer, Valentin Volchkov, Michael Hirsch +1
The modulation transfer function (MTF) is widely used to characterise the performance of optical systems. Measuring it is costly and it is thus rarely available for a given lens sp…