63 citations · 150 across the 32 of their papers we have counts for
4 papers · 1 filter
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers
Shady Abu Hussein, Tom Tirer, Raja Giryes
The single image super-resolution task is one of the most examined inverse problems in the past decade. In the recent years, Deep Neural Networks (DNNs) have shown superior perform…
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems
Tom Tirer, Raja Giryes
Ill-posed linear inverse problems appear in many image processing applications, such as deblurring, super-resolution and compressed sensing. Many restoration strategies involve min…
Image-Adaptive GAN based Reconstruction
Shady Abu Hussein, Tom Tirer, Raja Giryes
In the recent years, there has been a significant improvement in the quality of samples produced by (deep) generative models such as variational auto-encoders and generative advers…
Performance Advantages of Deep Neural Networks for Angle of Arrival Estimation
Oded Bialer, Noa Garnett, Tom Tirer
The problem of estimating the number of sources and their angles of arrival from a single antenna array observation has been an active area of research in the signal processing com…