Beware of Aliases -- Signal Preservation is Crucial for Robust Image
Restoration

Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration

11 June 2024

Shashank Agnihotri

Julia Grabinski

Janis Keuper

Papers citing "Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration"

10 / 10 papers shown

Title
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions Shashank Agnihotri Amaan Ansari Annika Dackermann Fabian Rösch M. Keuper 41 0 0 08 May 2025
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions? Shashank Agnihotri David Schader Nico Sharei Mehmet Ege Kaçar M. Keuper 36 1 0 07 May 2025
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri M. Keuper J. Keuper 21 2 0 18 Oct 2024
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 20 5 0 29 Nov 2023
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters Hendrik Sommerhoff Shashank Agnihotri Mohamed Saleh Michael Moeller M. Keuper A. Kolb 3DV 30 6 0 28 Apr 2023
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function Md Tahmid Hossain S. Teng Ferdous Sohel Guojun Lu 33 13 0 03 Oct 2021
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,102 0 04 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 186 5,138 0 16 Sep 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 423 15,438 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015