Search Results for author: Martin Messmer

Found 5 papers, 1 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.

SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water

no code implementations WACV 2022 Leon Amadeus Varga, Benjamin Kiefer, Martin Messmer, Andreas Zell

Therefore, this paper introduces a large-scaled visual object detection and tracking benchmark (SeaDronesSee) aiming to bridge the gap from land-based vision systems to sea-based ones.

Multi-Object Tracking object-detection +1

Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing

no code implementations29 Jan 2021 Martin Messmer, Benjamin Kiefer, Andreas Zell

This work introduces a new preprocessing step for object detection applicable to UAV bird's eye view imagery, which we call Adaptive Resizing.

object-detection Object Detection

Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs

no code implementations29 Jan 2021 Benjamin Kiefer, Martin Messmer, Andreas Zell

Object detection from Unmanned Aerial Vehicles (UAVs) is of great importance in many aerial vision-based applications.

Object object-detection +1

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