Uwe Freiherr von Lukas

Fraunhofer Institute for Computer Graphics Research — Germany

Computer Science · Physical Sciences

10h-index335citations36works2.52yr avg
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Research Topics

Image Enhancement Techniques(5), Data Visualization and Analytics(4), Underwater Vehicles and Communication Systems(4), Plant nutrient uptake and metabolism(4), Soil Moisture and Remote Sensing(4)

Publications36 total

Towards a Digital Mission: 3D ROV Mission Planning and Tracking
2025
Imputing Values in Time Series Data from Weather Sensors Employing the Long-Shortterm Memory Cells
SSRN Electronic Journal·2025Open Access
Towards Transformer-Based Semantic Segmentation of Seagrass in the Baltic Sea with High-Resolution Satellite Images
2024· 1 cited
The Digital Ocean Lab (DOL): Centralising Ocean Research in the Baltic Sea
2024· 1 cited
sMarT RCI - Unsupervised Double K-Means Ensemble Clustering Tool for Remotely Operated Vehicle Camera Images
2024
Transferability of Machine Learning Models for Crop Classification in Remote Sensing Imagery Using a New Test Methodology: A Study on Phenological, Temporal, and Spatial Influences
Remote Sensing·2024· 13 citedOpen Access
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
2023· 10 cited
<scp>BatNet</scp>: a deep learning‐based tool for automated bat species identification from camera trap images
Remote Sensing in Ecology and Conservation·2023· 12 citedOpen Access
As good as human experts in detecting plant roots in minirhizotron images but efficient and reproducible: the convolutional neural network “RootDetector”
Scientific Reports·2023· 17 citedOpen Access
Tracking Growth and Decay of Plant Roots in Minirhizotron Images
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 5 cited
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
arXiv (Cornell University)·2022Open Access
Rewetting prolongs root growing season in minerotrophic peatlands and mitigates negative drought effects
Journal of Applied Ecology·2022· 17 citedOpen Access
As good as human experts in detecting plant roots in minirhizotron images but efficient and reproducible: The Convolutional Neural Network “RootDetector”
Research Square (Research Square)·2022· 1 citedOpen Access
Identification and Measurement of Individual Roots in Minirhizotron Images of Dense Root Systems
2021· 7 citedOpen Access
Augmented Reality auf der Schiffsbrücke
Journal für Mobilität und Verkehr·2019· 1 citedOpen Access
Virtual Lenses as Embodied Tools for Immersive Analytics
arXiv (Cornell University)·2019· 4 citedOpen Access
Underwater Color Restoration Using U-Net Denoising Autoencoder
2019· 5 citedOpen Access
Efficient underwater image and video enhancement based on Retinex
Signal Image and Video Processing·2019· 96 cited
RobCutt: A Framework of Underwater Biomimetic Vehicle-Manipulator System for Autonomous Interventions
2018· 4 cited
Single Image Marine Snow Removal based on a Supervised Median Filtering Scheme
2017· 21 citedOpen Access
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Frequent Co-authors

Alexander Gillert(8), Bo Peters(5), Tim Dolereit(5), Fahimeh Farhadifard(4), Gesche Blume‐Werry(4), Alexandru Bundea(4), Torben Globisch(4), Martin Radolko(3), Sarah Schwieger(3), Jüergen Kreyling(3), Arjan Kuijper(3), Thomas J. Ruth(3), Stefan Audersch(3), Kristine Bauer(3), Chong Tang(2), Shuo Wang(2), Yu Wang(2), Min Tan(2), Giulia Resente(2), Alba Anadon‐Rosell(2)