Search Results for author: Tomas Kerepecky

Found 3 papers, 0 papers with code

NeRD: Neural field-based Demosaicking

no code implementations13 Apr 2023 Tomas Kerepecky, Filip Sroubek, Adam Novozamsky, Jan Flusser

We introduce NeRD, a new demosaicking method for generating full-color images from Bayer patterns.

Demosaicking

Real-Time Wheel Detection and Rim Classification in Automotive Production

no code implementations13 Apr 2023 Roman Stanek, Tomas Kerepecky, Adam Novozamsky, Filip Sroubek, Barbara Zitova, Jan Flusser

This paper proposes a novel approach to real-time automatic rim detection, classification, and inspection by combining traditional computer vision and deep learning techniques.

Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN

no code implementations23 Sep 2022 Tomas Kerepecky, Jiaming Liu, Xue Wen Ng, David W. Piston, Ulugbek S. Kamilov

Three-dimensional fluorescence microscopy often suffers from anisotropy, where the resolution along the axial direction is lower than that within the lateral imaging plane.

Image Reconstruction

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