22 citations · 24 across the 4 of their papers we have counts for
4 papers
H-NeXt: The next step towards roto-translation invariant networks
Tomas Karella, Filip Sroubek, Jan Flusser +2
The widespread popularity of equivariant networks underscores the significance of parameter efficient models and effective use of training data. At a time when robustness to unseen…
NeRD: Neural field-based Demosaicking
Tomas Kerepecky, Filip Sroubek, Adam Novozamsky +1
We introduce NeRD, a new demosaicking method for generating full-color images from Bayer patterns. Our approach leverages advancements in neural fields to perform demosaicking by r…
Real-Time Wheel Detection and Rim Classification in Automotive Production
Roman Stanek, Tomas Kerepecky, Adam Novozamsky +3
This paper proposes a novel approach to real-time automatic rim detection, classification, and inspection by combining traditional computer vision and deep learning techniques. At…
Blur Invariants for Image Recognition
Jan Flusser, Matej Lebl, Matteo Pedone +2
Blur is an image degradation that is difficult to remove. Invariants with respect to blur offer an alternative way of a~description and recognition of blurred images without any de…