Marco Körner

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Venues

Friedrich Schiller University of Jena, Germany (PHD)

Education History

Friedrich Schiller University of Jena, Germany

PHD

Publications

Joana Reuss, Jan MacDonald, Simon Becker, Lorenz Richter, Marco Körner
EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification. CoRR (2024)
Yixuan Wang, Hai Huang, Coleen Cabalo, Marco Körner, Helmut Mayer
Fully Automatic Generation of Training Data for Building Detection and Classification from Remote Sensing Imagery. IGARSS (2023)
Maja Schneider, Tobias Schelte, Felix Schmitz, Marco Körner
EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union. CoRR (2023)
Joana Reuss, Michael Engel, Stephanie Tumampos, Marco Körner
Generalization Across Sensor-Modalities for Deforestation Assessment. IGARSS (2023)
Ayshah Chan, Maja Schneider, Marco Körner
XAI for Early Crop Classification. IGARSS (2023)
Maja Schneider, Marco Körner
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. CoRR (2023)
Ayshah Chan, Maja Schneider, Marco Körner
XAI for Early Crop Classification. CoRR (2023)
Michael Marszalek, Marco Körner, Urs Schmidhalter
Prediction of multi-year winter wheat yields at the field level with satellite and climatological data. Comput. Electron. Agric. 194 (2022)
Maja Schneider, Marco Körner
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring. IGARSS (2022)
Maja Schneider, Christian Marchington, Marco Körner
Challenges and Opportunities of Large Transnational Datasets: A Case Study on European Administrative Crop Data. CoRR (2022)
Chunping Qiu, Lukas Liebel, Lloyd Haydn Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Maja Schneider, Amelie Broszeit, Marco Körner
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification. CoRR (2021)
Marc Rußwurm, Mohsin Ali, Xiaoxiang Zhu, Yarin Gal, Marco Körner
Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. IGARSS (2020)
Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell
Meta-Learning for Few-Shot Land Cover Classification. CVPR Workshops (2020)
Sidi Wu, Lukas Liebel, Marco Körner
Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models. ICPR (2020)
Tobias Koch, Lukas Liebel, Marco Körner, Friedrich Fraundorfer
Comparison of monocular depth estimation methods using geometrically relevant metrics on the IBims-1 dataset. Comput. Vis. Image Underst. 191 (2020)
Marc Rußwurm, Sherrie Wang, Marco Körner, David B. Lobell
Meta-Learning for Few-Shot Land Cover Classification. CoRR (2020)
Sandra Aigner, Marco Körner
The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes. Mach. Learn. Knowl. Extr. 2 (2) (2020)
Chunping Qiu, Lukas Liebel, Lloyd H. Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification. CoRR (2020)
Lukas Liebel, Ksenia Bittner, Marco Körner
A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas. CoRR (2020)
Peter König, Sandra Aigner, Marco Körner
Enhancing Traffic Scene Predictions with Generative Adversarial Networks. CoRR (2019)
Tobias Koch, Marco Körner, Friedrich Fraundorfer
Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction. Remote. Sens. 11 (13) (2019)
Marc Rußwurm, Marco Körner
Self-Attention for Raw Optical Satellite Time Series Classification. CoRR (2019)
Basil Kraft, Martin Jung, Marco Körner, Christian Requena-Mesa, José Cortés, Markus Reichstein
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. Frontiers Big Data 2 (2019)
Ksenia Bittner, Marco Körner, Peter Reinartz
DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs. CoRR (2019)
Ksenia Bittner, Marco Körner, Peter Reinartz
DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS. IGARSS (2019)
Marc Rußwurm, Romain Tavenard, Sébastien Lefèvre, Marco Körner
Early Classification for Agricultural Monitoring from Satellite Time Series. CoRR (2019)
Marc Rußwurm, Sébastien Lefèvre, Marco Körner
BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. CoRR (2019)
Lukas Liebel, Marco Körner
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. ITSC (2019)
Ksenia Bittner, Peter Reinartz, Marco Körner
Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN. CVPR Workshops (2019)
Ksenia Bittner, Marco Körner, Peter Reinartz
Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN. CoRR (2019)
Ksenia Bittner, Marco Körner, Friedrich Fraundorfer, Peter Reinartz
Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification. Remote. Sens. 11 (11) (2019)
Marc Rußwurm, Sébastien Lefèvre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard
End-to-end Learning for Early Classification of Time Series. CoRR (2019)
Lukas Liebel, Marco Körner
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. CoRR (2019)
Peter König, Sandra Aigner, Marco Körner
Enhancing Traffic Scene Predictions with Generative Adversarial Networks. ITSC (2019)
Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Ksenia Bittner, Marco Körner
Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. CVPR Workshops (2018)
Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
Building Instance Classification Using Street View Images. CoRR (2018)
Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Körner, Peter Reinartz
Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Ksenia Bittner, Pablo d'Angelo, Marco Körner, Peter Reinartz
DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. Remote. Sens. 10 (12) (2018)
Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner
Evaluation of CNN-based Single-Image Depth Estimation Methods. CoRR (2018)
Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks. CoRR (2018)
Marc Rußwurm, Marco Körner
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. ISPRS Int. J. Geo Inf. 7 (4) (2018)
Marc Rußwurm, Marco Körner
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. CoRR (2018)
Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. ACCV (3) (2018)
Marc Rußwurm, Marco Körner
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. CoRR (2018)
Sandra Aigner, Marco Körner
FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs. CoRR (2018)
Lukas Liebel, Marco Körner
Auxiliary Tasks in Multi-task Learning. CoRR (2018)
Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. CoRR (2018)
Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner
Evaluation of CNN-Based Single-Image Depth Estimation Methods. ECCV Workshops (3) (2018)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. IGARSS (2017)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Marc Rußwurm, Marco Körner
Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-spectral Satellite Images. CVPR Workshops (2017)
Tobias Koch, Marco Körner, Friedrich Fraundorfer
Automatic Alignment of Indoor and Outdoor Building Models Using 3D Line Segments. CVPR Workshops (2016)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Object-based InSAR deformation reconstruction with application to bridge monitoring. IGARSS (2016)
Tobias Koch, Pablo d'Angelo, Franz Kurz, Friedrich Fraundorfer, Peter Reinartz, Marco Körner
The TUM-DLR Multimodal Earth Observation Evaluation Benchmark. CVPR Workshops (2016)
Xiaoyan Jiang, Marco Körner, Daniel Haase, Joachim Denzler
A Graph-based MAP Solution for Multi-person Tracking using Multi-camera Systems. VISAPP (3) (2014)
Marco Körner, Mahesh Venkata Krishna, Herbert Süße, Wolfgang Ortmann, Joachim Denzler
Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images. MIUA (2014)
Herbert Süße, Wolfgang Ortmann, Janin Lautenschläger, Christian Lautenschläger, Marco Körner, Julian Grosskreutz, Joachim Denzler
Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images. IWBBIO (2014)
Marco Körner, Joachim Denzler
JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems. ICIAP Workshops (2013)
Mahesh Venkata Krishna, Marco Körner, Joachim Denzler
Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features. ICDSC (2013)
Marco Körner, Joachim Denzler
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups. CAIP (1) (2013)
Xiaoyan Jiang, Daniel Haase, Marco Körner, Wolfgang Bothe, Joachim Denzler
Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach. CAIP (2) (2013)
Marco Körner, Joachim Denzler
Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data. AVSS (2012)
Marco Körner, Daniel Haase, Joachim Denzler
Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. ICPRAM (1) (2012)
Michael Bredereck, Xiaoyan Jiang, Marco Körner, Joachim Denzler
Data association for multi-object Tracking-by-Detection in multi-camera networks. ICDSC (2012)
Marco Körner, Herbert Süße, Wolfgang Ortmann, Joachim Denzler
A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup. MVA (2011)

Marco Körner.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marco Körner