Concepedia

Stefan Oehmcke

SO

15

Publications

1.6K

Citations

14

H-Index

2016

Active since

Affiliations

University of Copenhagen(Current)

University of Münster

Université Paris-Saclay

Jet Propulsion Laboratory

University of Maryland, College Park

Stefan Oehmcke is an author at University of Copenhagen specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningGeographyMachine VisionComputer VisionImage AnalysisRemote SensingForestry

Publications per year

2016–2025

15

Publications

15

Attentional Feature Fusion

Yimian Dai, Fabian Gieseke, Stefan Oehmcke et al. · 2021 · 1.1K citations

Convolutional Neural Network, Engineering, Machine Learning +16

More than one quarter of Africa’s tree cover is found outside areas previously classified as forest

Florian Reiner, Martin Brandt, Xiaoye Tong et al. · Nature Communications · 2023 · 122 citations · Full text

Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale

Sizhuo Li, Martin Brandt, Rasmus Fensholt et al. · PNAS Nexus · 2023 · 69 citations · Full text

Convolutional Neural Network, Engineering, Forest Biometrics +20

Input quality aware convolutional LSTM networks for virtual marine sensors

Stefan Oehmcke, Oliver Zielinski, Oliver Krämer · Neurocomputing · 2017 · 63 citations

Recurrent Neural Network, Virtual Marine Sensors, Machine Learning +9

kNN ensembles with penalized DTW for multivariate time series imputation

Stefan Oehmcke, Oliver Zielinski, Oliver Krämer · 2016 · 54 citations

Engineering, Machine Learning, Data Science +14

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