Search Results for author: Nuri Benbarka

Found 6 papers, 3 papers with code

Wavelength-aware 2D Convolutions for Hyperspectral Imaging

1 code implementation5 Sep 2022 Leon Amadeus Varga, Martin Messmer, Nuri Benbarka, Andreas Zell

Two key challenges are the large channel dimension of the recordings and the incompatibility between cameras of different manufacturers.

FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks

no code implementations23 Dec 2021 Hamd ul Moqeet Riaz, Nuri Benbarka, Timon Hoefer, Andreas Zell

We present FourierMask, which employs Fourier series combined with implicit neural representations to generate instance segmentation masks.

Instance Segmentation Segmentation +1

Seeing Implicit Neural Representations as Fourier Series

no code implementations1 Sep 2021 Nuri Benbarka, Timon Höfer, Hamd ul-moqeet Riaz, Andreas Zell

Implicit Neural Representations (INR) use multilayer perceptrons to represent high-frequency functions in low-dimensional problem domains.

Novel View Synthesis

Score refinement for confidence-based 3D multi-object tracking

1 code implementation9 Jul 2021 Nuri Benbarka, Jona Schröder, Andreas Zell

We show that manipulating the scores depending on time consistency while terminating the tracklets depending on the tracklet score improves tracking results.

3D Multi-Object Tracking Autonomous Navigation +2

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